{"as_of":"2026-08-08T20:24:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:2da7311c3cdcbe75efa06965d3a6a802029bc17a4d0bf5f61af60f36f4e4b528","coverage":[{"denominator":96,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":96,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:27:47.164647Z","state":"measured"},{"denominator":96,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":96,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2506.08216/citation-record","integrity":"/paper/2506.08216/integrity","json":"/paper/2506.08216/citation-record.json","paper":"/paper/2506.08216"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.748108Z","title":"The Computational Complexity of Circuit Discovery for Inner Interpretability","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.748108Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:d629f789f7e93d5eeaf473943c9be5b259a045c28b62db5a2c2f7e16300d6f22","observation_id":"cfcdc0dd-76d3-483f-a347-a3bb27ac618e","resolution":{"observed_at":"2026-08-07T05:27:46.748108Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.753019Z","title":"and Jaakkola, T","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.753019Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:38bf3aebfbc4b3ad11afd37b6787078cd41f730dadcbdfe4423b527bb4e1e83d","observation_id":"67cc18d8-8ee2-4973-9c2a-8695f809eb6b","resolution":{"observed_at":"2026-08-07T05:27:46.753019Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.757150Z","title":"Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.757150Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:4cbe51185bb4ce6ddbb57d860bfd3acf009e6f9e3f30da9d71e0444ebe1047a1","observation_id":"66b4e9c3-5111-4657-8cdb-f3fe7db1cc79","resolution":{"observed_at":"2026-08-07T05:27:46.757150Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.761892Z","title":"Foundations of Symbolic Languages for Model Interpretability","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.761892Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:8eb34da108bfba73db6088f3bde37cf0f9ceb96eb4b36f2eb4a0a2a56bdbbe58","observation_id":"e01aa0ba-52ed-4314-a10e-a7b17a58604c","resolution":{"observed_at":"2026-08-07T05:27:46.761892Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.765897Z","title":"The Tractability of SHAP-Score-Based Explanations for Classification Over Deterministic and Decomposable Boolean Circuits","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.765897Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:4e3fc87e68cca77bac93081a1e59d57964e2a01cb988ca52c845978c66ce41ca","observation_id":"6336fd67-fbc8-459c-8e30-4d04503bdb7d","resolution":{"observed_at":"2026-08-07T05:27:46.765897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.769969Z","title":"On Computing Probabilistic Explanations for Decision Trees","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.769969Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:f072efea0488e33d9b432377e0de86be229387dbabd5d317a741b73674faa5fb","observation_id":"4c57f806-a49e-4ede-b8dc-3693afa1f18c","resolution":{"observed_at":"2026-08-07T05:27:46.769969Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.774532Z","title":"On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.774532Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:d2bb98f683fa2b98a5b1586a0c33bffa30a203204c9322fa89b52dffb9f99ee5","observation_id":"37941b6c-9581-47cb-8aa6-87b329b7fa76","resolution":{"observed_at":"2026-08-07T05:27:46.774532Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.778510Z","title":"and Barak, B","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.778510Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:b82e4a7e0af5201382ecc17612f76371e2bad0e74108f550f4eef52cac333683","observation_id":"7478d3a5-6a92-4a88-94ee-fe38c70de4a3","resolution":{"observed_at":"2026-08-07T05:27:46.778510Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.782617Z","title":"On Preferred Abductive Explanations for Decision Trees and Random Forests","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.782617Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:b26811851e77921cf042b6704e678f3ca0c14c8fa8c2f6c4cac9099f438628f8","observation_id":"8d9b17a2-675d-4eee-8f45-f2b0d0d76ffc","resolution":{"observed_at":"2026-08-07T05:27:46.782617Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.786810Z","title":"Trading Complexity for Sparsity in Random Forest Explanations","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.786810Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:a8928e12d8353021d4a705d86824235e25c3fbed9a339b3252448593c7fa2530","observation_id":"9b8ebb45-d572-4bc6-99eb-fd89bbed5e41","resolution":{"observed_at":"2026-08-07T05:27:46.786810Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.790780Z","title":"Computing Abductive Explanations for Boosted Trees","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.790780Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:1c52f8535b810e2b87df5fdc760736589aa3dfaeef55acfb793e2651a3b1efd5","observation_id":"74477d8e-f556-49ae-b580-676c625f1c26","resolution":{"observed_at":"2026-08-07T05:27:46.790780Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.794807Z","title":"Model Interpretability through the Lens of Computational Complexity","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.794807Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:6bc34e0719ae021065ae3987ca8ab564bad71ad677a49703aa9a1079a300e9ba","observation_id":"3b3b9dce-2471-4d18-9487-3a682510692d","resolution":{"observed_at":"2026-08-07T05:27:46.794807Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2501.06078","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.441028Z","title":"Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations","venue":null,"work_id":"aff32b71-8b17-4d09-92c6-324110b5289d","year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.799085Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:3e7f3e9759f79a6ec4efe333fa1afd169344aaf3c26f7109e1f54b17361bcb2f","observation_id":"f1bcea11-f7d0-426c-bbe9-c8aaf750fdbe","resolution":{"observed_at":"2026-08-07T05:27:47.449100Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.803083Z","title":"and Tinelli, C","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.803083Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:e065d6c05346ebebb966074712c22b3298ffa7674e09934761eb5a9a9ad27975","observation_id":"d37bddef-a604-4774-8687-c192f7aaf78b","resolution":{"observed_at":"2026-08-07T05:27:46.803083Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.806850Z","title":"and Katz, G","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.806850Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:6cb32de69b954c96ded358a3ef85081b2d9ef96ce19ed7fd8279b5171bb8bc8a","observation_id":"522e4d6f-c481-46d6-b6a1-45c96e044e5c","resolution":{"observed_at":"2026-08-07T05:27:46.806850Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.810661Z","title":"Formally Explaining Neural Networks Within Reactive Systems","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.810661Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:3dc9791e648731f7bd77c2d29d4331b8a6f51f17a1b1729415f2cfd71e84dd11","observation_id":"56a67f58-6e12-4516-b8f4-06001b5498c3","resolution":{"observed_at":"2026-08-07T05:27:46.810661Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:46.814560Z","title":"Local vs","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.814560Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:899a94ca442ad319429c9bb25f4e5d0a48fe26f6b5e6ad417df58530a4d2a8c7","observation_id":"55eb9b28-9f05-459a-bcec-2165094bac72","resolution":{"observed_at":"2026-08-07T05:27:46.814560Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.592674Z","title":"Y., Ladner, T., Althoff, M., and Katz, G","venue":null,"work_id":"1ecd06cc-573b-40b3-90cd-b9549b453766","year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.818564Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:c2afe604438700b447455632ec7e9bbad0b6aa9bfcaeb7be072a29e35a399d1d","observation_id":"935dbc85-fb30-4661-8374-19359e6825b7","resolution":{"observed_at":"2026-08-07T05:27:48.597258Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.579242Z","title":"Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons","venue":null,"work_id":"b2ea4993-e535-4071-861f-cbd3301044a6","year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.822557Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:4475b157eb13de42982820acba49a807b9e0a9b07f4d2280b351749bd31120f8","observation_id":"5a55604f-6e5a-4afa-931d-45af709828c0","resolution":{"observed_at":"2026-08-07T05:27:48.584252Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.18067","last_updated":"2025-03-23T13:28:34Z","snapshot_observed_at":"2026-08-08T00:26:02.796257Z","submitted_at":"2025-03-23T13:28:34Z","title":"Self-Explaining Neural Networks for Business Process Monitoring","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.18067","snapshot_observed_at":"2026-08-07T05:27:46.826709Z","title":"Self-Explaining Neural Networks for Business Process Monitoring","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.826709Z"},"links":{"cited_paper":"/paper/2503.18067","citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:53e53eccb5fc650c47eb35586d07c9d083c8dbca060a13f64b900c629c9889c6","observation_id":"0284e867-6172-47d3-aa61-faf0f18cb8e4","resolution":{"observed_at":"2026-08-07T05:27:46.826709Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.563332Z","title":"Interpretable Random Forests via Rule Extraction","venue":null,"work_id":"ed5ce777-9839-48c8-9000-033b45a8edd2","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.831238Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:b8bb38f227ad834b9532bffe442e9f1cfe82b54b6930935a81cdff4f989585fa","observation_id":"3157f7a6-8137-4f49-8212-0af41b6f0d6f","resolution":{"observed_at":"2026-08-07T05:27:48.570367Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.548595Z","title":"On the Complexity of Pattern Matching for Highly Compressed Two-Dimensional Texts","venue":null,"work_id":"07ecf332-bb97-4d99-b9ae-ddb15450356c","year":2002},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.835112Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:06a40e50b7214375c694cdf1876ea93c35d5931771070ccd4d57290de5f8791a","observation_id":"04f21810-19ec-4552-836f-8326b63b6579","resolution":{"observed_at":"2026-08-07T05:27:48.553875Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.533982Z","title":"and Luxburg, U","venue":null,"work_id":"87962bd9-f254-4ce0-9db9-23efa8c91308","year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.839224Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:f91bfa9d0fa7dd3f298af78bac5d67f9215e547c933a808d8e07b247b0410d08","observation_id":"f50c9066-5f02-4cdd-bbd1-391b7b0dd183","resolution":{"observed_at":"2026-08-07T05:27:48.538925Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.518651Z","title":"Provably Efficient, Succinct, and Precise Explanations","venue":null,"work_id":"ca18d878-cd90-4f67-896f-1233b726c4f9","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.842963Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:244cd2382f3acd7438c435d0c28cfef79cd66e5db5267447d4c30242edc9dfff","observation_id":"c37ec9fa-d879-4bfa-bdb7-e3dfde33cfd8","resolution":{"observed_at":"2026-08-07T05:27:48.524716Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.503582Z","title":"A Query-Optimal Algorithm for Finding Counterfactuals","venue":null,"work_id":"840bf454-c407-49ba-a784-3b090bba989b","year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.847188Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:04a17ddccf4b4a7fb47778e40e1accd874e8410bb6c23a01277218fa396e3fb3","observation_id":"f2842762-1ff2-471e-91ce-70ef5da511fa","resolution":{"observed_at":"2026-08-07T05:27:48.509082Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.485519Z","title":"and Koriche, F","venue":null,"work_id":"e94bba00-d227-4411-8f05-cd321ca2a3fd","year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.851038Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:9e361a7653df3c0972e7de5bfe7291f79099306a51fa4d725ac80a1d171596c7","observation_id":"e2f20020-c88f-47f5-b8f2-ab9632775e41","resolution":{"observed_at":"2026-08-07T05:27:48.491388Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.06766","last_updated":"2025-01-12T10:25:14Z","snapshot_observed_at":"2026-08-06T07:11:35.724623Z","submitted_at":"2025-01-12T10:25:14Z","title":"On the Complexity of Global Necessary Reasons to Explain Classification","version":1},"cited_work":{"arxiv_id":"2501.06766","doi":null,"metadata_source":"pith","pith_arxiv_id":"2501.06766","snapshot_observed_at":"2026-08-07T05:27:47.267116Z","title":"On the Complexity of Global Necessary Reasons to Explain Classification","venue":"cs.AI","work_id":"a9513d58-68a7-43c8-9565-98cbd8fa4df6","year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.854742Z"},"links":{"cited_paper":"/paper/2501.06766","citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:febaf51a2dee1b68d13f96f132375585e122791209118dbd83de1728be7da4ad","observation_id":"b24d6050-048a-4016-8477-434062b2f7fd","resolution":{"observed_at":"2026-08-07T05:27:47.274457Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.470868Z","title":"What Made You Do This? Understanding Black-Box Decisions with Sufficient Input Subsets","venue":null,"work_id":"bec851e5-6d59-4ddb-aed7-daf70f7bfda4","year":2019},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.859101Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:5fdaea2b7031c9f2f77cffde275c842af18e57be5e4608b277b175ff115338ae","observation_id":"0cd546bd-7182-4926-8455-8e62a7cf3521","resolution":{"observed_at":"2026-08-07T05:27:48.476080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.457096Z","title":"Efficient Maximum Clique Computation Over Large Sparse Graphs","venue":null,"work_id":"bd8edf05-9c68-458b-85d4-60803f381f6d","year":2019},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.862909Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:152289c7f525319cddbaee603d0b549084cd75be9c3728a38f3650acdba22d82","observation_id":"637617c7-8ec4-4e4b-bec4-7916362f6bb3","resolution":{"observed_at":"2026-08-07T05:27:48.461645Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.441613Z","title":"Robustness Verification of Tree-Based Models","venue":null,"work_id":"42499cd7-9617-4945-9291-d48cbc751db3","year":2019},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.866825Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:a9cc87c9ba33d28a11006851e4029334ee7f5be9266778248d293190c1bee275","observation_id":"fbd3ca37-a456-41bc-8847-643fe8aa57c5","resolution":{"observed_at":"2026-08-07T05:27:48.447789Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.08875","last_updated":"2026-07-02T09:20:40Z","snapshot_observed_at":"2026-08-04T21:09:37.902046Z","submitted_at":"2024-11-13T18:52:42Z","title":"Causal Explanations for Image Classifiers","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.08875","snapshot_observed_at":"2026-08-07T05:27:46.870880Z","title":"Causal Explanations for Image Classifiers","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.870880Z"},"links":{"cited_paper":"/paper/2411.08875","citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:1585a37410721b72d8ae8a880ee806abfaebb6e17515ef5d2435acc5f6a94162","observation_id":"4eb99622-9a94-4f2e-8446-6be94265c865","resolution":{"observed_at":"2026-08-07T05:27:46.870880Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.422272Z","title":null,"venue":null,"work_id":"1150b544-bf09-4996-a342-1c70c713109e","year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.875052Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:19899e8bf01b10fdfea21eb937a96fb20aa7c5b12320055559278db9f71a790b","observation_id":"d06751e6-352b-4f3f-a5dc-a9e8d636e578","resolution":{"observed_at":"2026-08-07T05:27:48.429676Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.405437Z","title":"Parameterized Algorithms , volume 5","venue":null,"work_id":"8d81cead-d59b-474c-b24d-457b331b4d64","year":2015},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.878890Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:40ba35de8ae3a4417de4737745e1b18b6c4e86c29e75a31bb03d5da5f882d962","observation_id":"a487a58c-4d07-4305-8e82-203f5af5bb5f","resolution":{"observed_at":"2026-08-07T05:27:48.412756Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.388891Z","title":"and Hirth, A","venue":null,"work_id":"6bf05e90-6e76-4464-bd11-b54a16adf18f","year":2020},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.882828Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:30f413ac47843408b660842b834234deaac0f5731510e8202046af1d4e6fb255","observation_id":"fe21a548-4964-4175-84ae-b0770e2f5177","resolution":{"observed_at":"2026-08-07T05:27:48.394383Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.372977Z","title":"and Ji, C","venue":null,"work_id":"8f1d104a-6419-4d94-b4b2-c4dd0e59922b","year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.886727Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:b2f5f34407105520d282442590e7aaf6790b4024e284df1d71d33927aca40c35","observation_id":"31b395f4-ef77-4bf2-930a-ae29e0a8cbfa","resolution":{"observed_at":"2026-08-07T05:27:48.378028Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.356667Z","title":"and Marquis, P","venue":null,"work_id":"16aed7b5-3f72-45f2-8556-65ec7e2d9aa8","year":2002},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.890825Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:39a8646fd3ccf6dec42607113369ef1a2d6546cda65847aa6354e5d0b39773f3","observation_id":"3fdf1c52-e297-435a-a9bd-6a62fdbf3b82","resolution":{"observed_at":"2026-08-07T05:27:48.363065Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.341866Z","title":"Parameterized Complexity Results for the Kemeny Rule in Judgment Aggregation","venue":null,"work_id":"145bf7a2-94af-4460-8da0-a0427a4f836b","year":2016},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.894535Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:51148053fc979808901a9e7b7210534eaf01b4efc46b609ade1d61c80f313514","observation_id":"47db18d7-d9cd-453d-a02f-13e9a37743ab","resolution":{"observed_at":"2026-08-07T05:27:48.347199Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.323472Z","title":"Parameterized Complexity in the Polynomial Hierarchy","venue":null,"work_id":"189d793d-95f4-4abf-9956-0d337e37ac20","year":2019},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.899203Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:0f0a0ceac28d93e5fc43f2e4a8785dd980815ff2ca5511ef12fc2100c7f386f5","observation_id":"fcd30374-ec71-4d29-ba8f-fe886cfd5ad6","resolution":{"observed_at":"2026-08-07T05:27:48.330987Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.308629Z","title":"and Szeider, S","venue":null,"work_id":"c479ac47-0da3-4d49-8dc4-9feb65de1b72","year":2017},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.902997Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:07c5c4c21f82877c6d3227db4d8e977e91ca71dae3def952e70b6a614d31c281","observation_id":"ec887764-6894-4033-94dc-9af123964cf0","resolution":{"observed_at":"2026-08-07T05:27:48.314022Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.293889Z","title":"Explanations Based on the Missing: Towards Contrastive Explanations with Pertinent Negatives","venue":null,"work_id":"8d937098-9817-4e4e-bf69-a8657c7e0467","year":2018},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.906856Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:c1161b07bd6d025db1b0ecc67dad126297be974e76dc45e400ac5b66d805874c","observation_id":"47608fb0-6e01-4a58-8d01-b21677434bab","resolution":{"observed_at":"2026-08-07T05:27:48.299111Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.278812Z","title":"Improved Inapproximability Factors for Some p , 2009","venue":null,"work_id":"df77647a-7350-4b6f-9063-375cd648ec5f","year":2009},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.911542Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:d8fd49f2ca3248f6fc832bfc6b839973d5b15636fe64e1bfba5c55ee1838705b","observation_id":"ba129fac-7334-4b60-80c7-7d7a29fe2132","resolution":{"observed_at":"2026-08-07T05:27:48.284040Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.264394Z","title":"A Survey on Ensemble Learning","venue":null,"work_id":"a40ad38f-e240-4eb8-b98f-9ff4ca67b237","year":2020},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.915353Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:49c72f79f030af3af946423b5f466c3a9f8ea3a58ffa4f858c9bde5db38ee565","observation_id":"84923437-a797-480b-b543-654553868bba","resolution":{"observed_at":"2026-08-07T05:27:48.269748Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.247229Z","title":"and Fellows, M","venue":null,"work_id":"ccdc779e-b4bc-43ac-9c90-07b546864e57","year":2012},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.919438Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:55a607ff2b0f9c2a1091d590d4182cd86f557d04abe5f94363d7264b45dfec1b","observation_id":"e138e923-26a6-4759-92d1-7d1d6997907b","resolution":{"observed_at":"2026-08-07T05:27:48.254852Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.230664Z","title":"and Grohe, M","venue":null,"work_id":"e2f8fb79-331c-4c9c-81db-d24b4d5f39b2","year":2003},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.923448Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:42efd4cbaed7bb74a8659445c46f9e8172e25387fa600e9f0cc6fbd5a778cc77","observation_id":"6887b132-13fb-4dd9-87b0-6874c8fd19ee","resolution":{"observed_at":"2026-08-07T05:27:48.236325Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.215571Z","title":"and Grohe, M","venue":null,"work_id":"7174733e-d9aa-46b1-ac57-ae16a3a797de","year":2004},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.927792Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:6feb0d92b01a0bc384b085b7b35763e39924bd8f58bce0e9d206f3d722c8167c","observation_id":"e706704c-108e-4c0b-b12a-c161e0c1debc","resolution":{"observed_at":"2026-08-07T05:27:48.221080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.198373Z","title":"and Rubin, S","venue":null,"work_id":"2471bfe8-a4d9-480f-8a72-352a4b645d5f","year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.931773Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:05700837cac2e66aa826c2d9f95a20b8c06e42e651560f6b58fd02025368a72d","observation_id":"9b877c9a-7324-409e-8c7a-5940c754a8c1","resolution":{"observed_at":"2026-08-07T05:27:48.203713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.182656Z","title":"Counterfactual Explanations and how to find them: Literature Review and Benchmarking","venue":null,"work_id":"567d8ca6-f928-48ef-81d1-3dcc9dcd0ce9","year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.935676Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:a59d63acc1b7f81ca0dfd7db16258f25b493f231d671bef6e86edadc5a96751a","observation_id":"4ebb0501-a772-4caf-b44e-0372946d32a6","resolution":{"observed_at":"2026-08-07T05:27:48.188943Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.166747Z","title":"A Survey of Methods for Explaining Black Box Models","venue":null,"work_id":"417ac9df-58f8-4d50-84bb-fdfee1044aaa","year":2018},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.939656Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:80a668ed6f8fa94d5af95363d1917f589ae8feb6e5035fc1b918d523a8cb533d","observation_id":"17e5877c-ddca-47a8-92aa-f07525088f83","resolution":{"observed_at":"2026-08-07T05:27:48.173627Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.151936Z","title":"and Hayashi, K","venue":null,"work_id":"ac326469-1203-465b-9a4f-839993272d91","year":2018},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.943582Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:a7bd3817aa16bc9fd58106ff8fa8a1e2a017a2ac847a145e4f6eb2ee99a23bce","observation_id":"f6397a57-107c-42ce-ab82-e6eed78becd6","resolution":{"observed_at":"2026-08-07T05:27:48.157173Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.134890Z","title":"and Marques-Silva, J","venue":null,"work_id":"228dca3d-56b2-4171-bf00-6750588f49bc","year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.947390Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:aa9b0c877714878c864c30cbe5d4dc54160ab4a211d25027ed28bf7863c0a933","observation_id":"41b4b88f-620f-473d-a65e-4a810565e5da","resolution":{"observed_at":"2026-08-07T05:27:48.140388Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.118048Z","title":"On Efficiently Explaining Graph-Based Classifiers","venue":null,"work_id":"25f72e0e-cf0e-4a00-b162-977d1791cf7e","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.951287Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:faf5ac282e7ba5dc5d4c87319f18b3231f40382aac14ef5e627da33a52c4a845","observation_id":"ce5c718d-39da-48e9-a13b-825bdd1f1354","resolution":{"observed_at":"2026-08-07T05:27:48.125260Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.102548Z","title":"Feature Necessity & Relevancy in ML Classifier Explanations","venue":null,"work_id":"651cae9e-e556-44c3-bbad-b889bee80bf0","year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.956030Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:c6545bfbed983d926b74b475a24cd9f3029370360c4a3eb4aa281b1314f2e572","observation_id":"850814d1-9927-453d-bd49-bdd14b0e5097","resolution":{"observed_at":"2026-08-07T05:27:48.108199Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.087422Z","title":"Abduction-Based Explanations for Machine Learning Models","venue":null,"work_id":"8f70c8eb-f33f-4f65-aec9-a8c0225c449d","year":2019},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.960031Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:6b69c051f7ecb80010ac78df41fbd37d7b80a4de3aa4ec7f937efeed190d355e","observation_id":"1d726552-c9f0-4b0a-a6a5-8226bd28efc5","resolution":{"observed_at":"2026-08-07T05:27:48.093048Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.068662Z","title":"On Relating Explanations and Adversarial Examples","venue":null,"work_id":"28376e81-7918-47e4-b121-b1b5c8b11efa","year":2019},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.963777Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:f7e09de1d90f8fa130ef0d5b0e660fe0edd741672b71a5c9060964c2558d27bc","observation_id":"c51fdb7c-955f-40cf-bea9-956876de0996","resolution":{"observed_at":"2026-08-07T05:27:48.075633Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1907.02509","last_updated":"2019-07-04T17:45:11Z","snapshot_observed_at":"2026-08-02T04:19:10.812096Z","submitted_at":"2019-07-04T17:45:11Z","title":"On Validating, Repairing and Refining Heuristic ML Explanations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1907.02509","snapshot_observed_at":"2026-08-07T05:27:46.967596Z","title":"On Validating, Repairing and Refining Heuristic ML Explanations","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.967596Z"},"links":{"cited_paper":"/paper/1907.02509","citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:a29660ce4f9d9c2e89983159bdcf2b34d1b7a7abdae2c2ba62e9247baba43120","observation_id":"66778cb1-4be5-4c45-a4bc-30c2592543e6","resolution":{"observed_at":"2026-08-07T05:27:46.967596Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.051614Z","title":"Towards Formal Fairness in Machine Learning","venue":null,"work_id":"19504968-2668-411b-bad9-0a36ff5e6abf","year":2020},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.971840Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:81c3827a38968d4c37432b8e51844e71f7142b5c98ca9857a8a985e0e4c832a8","observation_id":"d60d84d7-1d9a-4d79-b066-d483fb8f9492","resolution":{"observed_at":"2026-08-07T05:27:48.058667Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.034259Z","title":"From Contrastive to Abductive Explanations and Back Again","venue":null,"work_id":"da40b8de-ab44-46ef-8b56-138f02bb618e","year":2020},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.975571Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:1e987df2e23896ceb1d64482f4920568fa7a0fba7f57bb8bcc16e7ca6627d694","observation_id":"39eb85a4-170f-4f70-bc65-df278ec9a279","resolution":{"observed_at":"2026-08-07T05:27:48.041640Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.018911Z","title":"J., and Marques-Silva, J","venue":null,"work_id":"5886a008-fcd3-4c10-adcb-6e6477442fe4","year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.979432Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:8c5d008eac92a12eb3a4431dd65e9a1df7bf4da775cfc6b77558cdae3cb1644a","observation_id":"9c8f9e58-6ac5-4878-b570-b2c6cbda60e3","resolution":{"observed_at":"2026-08-07T05:27:48.024545Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:48.004274Z","title":"and Marques-Silva, J","venue":null,"work_id":"157bb91c-1351-4dc4-bbf2-a2f22718f39b","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.983246Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:36eacf42ed231ff248f5be326b76acc922a6934bb55d96d9eec2f4430d80e36e","observation_id":"eaf651d3-bd6a-4d06-ac66-cc08b0e94798","resolution":{"observed_at":"2026-08-07T05:27:48.009701Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.00546","last_updated":"2021-06-01T14:57:58Z","snapshot_observed_at":"2026-08-07T15:00:56.930451Z","submitted_at":"2021-06-01T14:57:58Z","title":"Efficient Explanations With Relevant Sets","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.00546","snapshot_observed_at":"2026-08-07T05:27:46.987236Z","title":"Efficient Explanations with Relevant Sets","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.987236Z"},"links":{"cited_paper":"/paper/2106.00546","citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:88bd444ab9e034ec2112c2c8301a2bda4ce299dbc6cabe873fb99eea4408b31d","observation_id":"7d89befd-b284-4a41-b738-1d81f9745b45","resolution":{"observed_at":"2026-08-07T05:27:46.987236Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.989423Z","title":"On Computing Probabilistic Abductive Explanations","venue":null,"work_id":"7231544a-4ae3-4656-9fc3-1fc61a294214","year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.992101Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:92ae2df62dd4c96be0ecc3208547ca8719b9ed318984bc8671859a4f1dafe15c","observation_id":"34d1d35a-f07e-46bf-b221-43a281e7be4e","resolution":{"observed_at":"2026-08-07T05:27:47.994965Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.974190Z","title":"Distance-Restricted Explanations: Theoretical Underpinnings & Efficient implementation","venue":null,"work_id":"84db1f2f-4a29-4342-af55-c1f63aadaf9c","year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.996020Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:2abd203f8837964f0828e55e8809f71bf30f881b31312755fbc6703adc9b9144","observation_id":"0e6c2496-7dfb-42c1-84e6-a4b199391d54","resolution":{"observed_at":"2026-08-07T05:27:47.979406Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.13787","last_updated":"2025-08-07T16:32:55Z","snapshot_observed_at":"2026-08-08T14:52:29.212060Z","submitted_at":"2025-04-18T16:39:08Z","title":"Probabilistic Stability Guarantees for Feature Attributions","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.13787","snapshot_observed_at":"2026-08-07T05:27:46.999720Z","title":"Probabilistic Stability Guarantees for Feature Attributions","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:46.999720Z"},"links":{"cited_paper":"/paper/2504.13787","citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:46de1f5294011c660b42a6a8499bab549a11f0d9a2253c0075bfc7d70799abf3","observation_id":"d5d70f29-5988-478b-972e-dd4c44625015","resolution":{"observed_at":"2026-08-07T05:27:46.999720Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.959401Z","title":"L., Julian, K., and Kochenderfer, M","venue":null,"work_id":"176c0517-b9ff-4d7c-8314-74419801cd4e","year":2017},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.003821Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:9950e2427b724410f52c05a8f997e0e79a55281c9f57daa6c52e94e0db793861","observation_id":"4f1e02d5-1e2b-4fbd-8dc9-4e2aaaae40e6","resolution":{"observed_at":"2026-08-07T05:27:47.965153Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2205.12729","last_updated":"2022-05-25T12:39:39Z","snapshot_observed_at":"2026-07-06T13:13:51.722554Z","submitted_at":"2022-05-25T12:39:39Z","title":"Deep interpretable ensembles","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2205.12729","snapshot_observed_at":"2026-08-07T05:27:47.007667Z","title":"F., Hothorn, T., and Sick, B","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.007667Z"},"links":{"cited_paper":"/paper/2205.12729","citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:f5dfbdf83fdf314d996bf3e1ff1bb88df335072bd3446be240561bd40b4fe6f3","observation_id":"63708e45-7266-4af3-b08b-59e4b58cb02f","resolution":{"observed_at":"2026-08-07T05:27:47.007667Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.943504Z","title":"On Guaranteed Optimal Robust Explanations for NLP Models","venue":null,"work_id":"fad681e7-07a7-4c4b-9b12-995d2b51a752","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.011694Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:c49fa5f87164046b1c974aa538df2cdbca39bbaa39fec65a4fc9d55a7b8241a0","observation_id":"60846a3e-5b75-4798-a798-9e29ba36f726","resolution":{"observed_at":"2026-08-07T05:27:47.950091Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.927413Z","title":"and Lee, S.-I","venue":null,"work_id":"d8eafe1c-3199-4291-a015-8e2c83a42a79","year":2017},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.015402Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:bd77b156d41f619aba7dc88a184b66bc1d8e288737187e7f015d42086623d91a","observation_id":"d525a711-0795-4f48-8499-9aaff021e722","resolution":{"observed_at":"2026-08-07T05:27:47.932634Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.910395Z","title":"and Ignatiev, A","venue":null,"work_id":"ba1a66f7-3b49-4a29-986e-ac3c70659384","year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.019482Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:cdc4f582464bc09e712cdb7707876b7f0c7a6f726a943f52b645cfb025954e29","observation_id":"f7831189-af3e-489c-b025-5af0fd711b48","resolution":{"observed_at":"2026-08-07T05:27:47.917566Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.895969Z","title":"Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time and Delay","venue":null,"work_id":"4c623c4d-f1dc-48ae-a6c6-e81745a247bb","year":2020},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.023470Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:a8d23a46719a518f71d5203fd10f04a7b4e1c0845a44832818b5fad07243bd5e","observation_id":"a0640c62-f1d8-4e07-a170-aca257471d12","resolution":{"observed_at":"2026-08-07T05:27:47.901081Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.880214Z","title":"C., Ignatiev, A., and Narodytska, N","venue":null,"work_id":"7a4b4dfd-bf5d-4158-9e58-e0bd281c9d29","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.027484Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:7c09be7a9cbd083fd663305c6bc3e20deb3a2194162a79ef75220a0a929a4631","observation_id":"988245ba-cd6b-4c4e-98f8-24f594191ce4","resolution":{"observed_at":"2026-08-07T05:27:47.886907Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.865928Z","title":"and De La Higuera, C","venue":null,"work_id":"16451b72-0c60-4cb3-997c-9e31e8700318","year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.032370Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:d0761a8c463f75bf8d5f544f55ede63842c17c312221238a049ae58ac69ee968","observation_id":"523203d3-9743-455c-91a7-c65bfd1a6fee","resolution":{"observed_at":"2026-08-07T05:27:47.871016Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.851067Z","title":"On the Computational Tractability of the (Many) Shapley Values","venue":null,"work_id":"07e17b06-e8a7-4bbb-adcf-92074d7cf29e","year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.037182Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:b5406a10cd20bbd6662bb0b9fc480d3b919b2a579de2faee2fa8f0c672081457","observation_id":"8442d077-2f29-443b-a63f-9bf05d6dbd76","resolution":{"observed_at":"2026-08-07T05:27:47.856730Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.834003Z","title":"Chaff: Engineering an efficient SAT solver","venue":null,"work_id":"dea58cc4-5358-4bf2-9d3c-7d54e23ceb29","year":2001},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.042182Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:e20c50f11944efc4afe9030f4be6b8b5ed2cd91844971f38f6111a0c266f0f27","observation_id":"c5526e91-44dc-4682-a1a1-3f9b3c3c0208","resolution":{"observed_at":"2026-08-07T05:27:47.841973Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.818294Z","title":"The Parameterized Complexity of Finding Concise Local Explanations","venue":null,"work_id":"0623dab2-7e7d-41bd-81aa-89a692ebc93c","year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.046955Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:111d555e90a836d7d061c22dd05c8ab1c621984386548030e207a4024fae1312","observation_id":"1b39aa08-3ac3-4796-80a2-a1a81cfd352e","resolution":{"observed_at":"2026-08-07T05:27:47.823913Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.801450Z","title":"Explaining Decisions in ML Models: A Parameterized Complexity Analysis","venue":null,"work_id":"6706cb3e-3695-4c63-8ffd-44d12a6dddad","year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.052056Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:1426dd2268df1a5c24f77aa8716151e1d133e9f77fc40e230bcfa3b430171f4e","observation_id":"32bf11a9-940e-49d0-98f7-dfd086119c7f","resolution":{"observed_at":"2026-08-07T05:27:47.808880Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.784552Z","title":"and Vidal, T","venue":null,"work_id":"3f1a2763-48c5-4a51-8ba9-cc3323c2d60f","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.057842Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:2cbd9b1412ff13e2734a056381bedbfb81f5c401f5cf55339e6707fc7b0c23de","observation_id":"a072edb7-40f0-460c-97b4-b712644d7882","resolution":{"observed_at":"2026-08-07T05:27:47.792248Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.768486Z","title":"Anchors: High-Precision Model-Agnostic Explanations","venue":null,"work_id":"18ad9988-7f0c-4d30-9466-57beaad06801","year":2018},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.063126Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:24b1ba7565d2e477ad251ac59e99ded595e063d36ab03bba1fd95315d0ecbd0b","observation_id":"89fbe43a-cd2d-45f8-9530-ea49d10662dd","resolution":{"observed_at":"2026-08-07T05:27:47.773957Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.752229Z","title":"Interpretable machine learning: Fundamental principles and 10 grand challenges","venue":null,"work_id":"4d281f17-4a32-4b45-838a-6dec26d3e4d4","year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.069340Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:f353c39af7cf757a007accff9dcf74941672f979ef7f93e389bbf07389524ae2","observation_id":"9d65330f-83e5-4b5b-a319-0aaa9a3e08b4","resolution":{"observed_at":"2026-08-07T05:27:47.758634Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.734754Z","title":"and Rokach, L","venue":null,"work_id":"bb31e920-5c6d-4070-ba7c-fe1f618e6442","year":2018},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.074368Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:160c352de67cb45e635d2624f355f5791e57b0be2646905734cb35328c75d046","observation_id":"f275c333-eb52-4427-8937-783afe18b083","resolution":{"observed_at":"2026-08-07T05:27:47.742609Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.719159Z","title":"and Rokach, L","venue":null,"work_id":"396e6614-dbdc-47da-8392-a155c4ad02cd","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.079486Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:4bdc84f8cf04b5ebd3312f035fda398309ebd0105eb13b6a15d2566c8840d5f9","observation_id":"f1e85bf7-8041-4e25-9515-70d71f8ac159","resolution":{"observed_at":"2026-08-07T05:27:47.724560Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.703966Z","title":"and Lange, M","venue":null,"work_id":"28a5902c-8139-4dbc-8a3d-c5508609cc1c","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.084740Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:fd7262feaa9df360dc72b0d5d56c813d2e4282fddde351eaf0c91f85e672cccd","observation_id":"1319e4a1-bea9-4e6c-84e9-9c404ae8efb8","resolution":{"observed_at":"2026-08-07T05:27:47.709179Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.687784Z","title":"and Umans, C","venue":null,"work_id":"fe758d70-e1b7-4f0c-8680-8049f332d70c","year":2002},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.089885Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:21fda888b7bcf4ae4700ec597ec88766c1f0563d5dd0ae2c20f8a8b164a65f4c","observation_id":"6d0a1e05-4d11-43af-9415-8c1ff6ecd491","resolution":{"observed_at":"2026-08-07T05:27:47.694494Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.671610Z","title":"Probabilistic Explanations for Linear Models","venue":null,"work_id":"048eedaa-8dbd-468a-b10b-b38777566cff","year":2025},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.095088Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:53ae3e029538bba3e26839c59bdf1453cfe0c4ea5b0f65feb457561a57e8830b","observation_id":"b54fb5ca-fe6c-450d-9a4b-0507862bc64c","resolution":{"observed_at":"2026-08-07T05:27:47.678172Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.656885Z","title":"and Najmi, A","venue":null,"work_id":"ea929c59-e53e-4659-9bc6-ead585ba04a0","year":2020},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.100217Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:275450286d8ad73074c95f885b4d59d45d62646e44268857554d01dc629d0ba5","observation_id":"847144e9-c091-49c2-ab2f-864cc6f8a42d","resolution":{"observed_at":"2026-08-07T05:27:47.662256Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.641639Z","title":"The Minimum Equivalent DNF Problem and Shortest Implicants","venue":null,"work_id":"73c57cc8-9099-49f4-b501-35b7ef1d43a6","year":2001},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.105206Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:f3680af67c44f7b2f76cba9f96b2bc47b93bf863060fbf73217aa6c3c45a552e","observation_id":"35ee16fb-9e6e-409e-94e6-1498af2e41a9","resolution":{"observed_at":"2026-08-07T05:27:47.647025Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.624341Z","title":"The Complexity of Enumeration and Reliability Problems","venue":null,"work_id":"6cce0f23-95ba-40c1-8769-717036d7212f","year":1979},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.110491Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:6fa2ebaf924e4d7b5cc15bd0180c37bc18a09fbb16955c3aaf416842d9b34575","observation_id":"3142e347-bd4b-4680-a3d8-7a461a0f3087","resolution":{"observed_at":"2026-08-07T05:27:47.631387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.607320Z","title":"On the Tractability of SHAP Explanations","venue":null,"work_id":"88c31192-3299-413c-b3c1-b61188040035","year":2022},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.117414Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:87b588a7a335cbe4732136870d33358aa9525d47aff65d8d31ca225cc6069167","observation_id":"786560e9-55eb-4072-8c7b-e1f6269ecf54","resolution":{"observed_at":"2026-08-07T05:27:47.614491Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.592034Z","title":"Efficient Algorithms for Clique Problems","venue":null,"work_id":"1460532e-e33e-4358-96ab-a1619fd72761","year":2009},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":88,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.122393Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:4eff1a27835755568bb33f1cc0a79419a6ee5c0b693e350746980f8fae8f5c26","observation_id":"fc37d812-5607-48f5-9818-4c135b007fb1","resolution":{"observed_at":"2026-08-07T05:27:47.597334Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.573628Z","title":"The Computational Complexity of Understanding Binary Classifier Decisions","venue":null,"work_id":"0e524ff5-d40d-4ebd-be0c-d01770bc70c7","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":89,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.127642Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:71d7507490b97d7c47717fbb07b7882f23ce33b85d19361152c4e84b242bf8c2","observation_id":"d3a5c64b-78b4-4c88-bc2a-ea7dd7f8e181","resolution":{"observed_at":"2026-08-07T05:27:47.579846Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.556436Z","title":"Probabilistic Sufficient Explanations","venue":null,"work_id":"22f41011-bd4a-40be-a07e-c4d8a5f62e0e","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.134616Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:c717148f2d2fb9c807132a0864174f90efdf01352c7a83bf7399260adddca309","observation_id":"eae89af3-3f4f-4fa6-bf13-b8226e4908fe","resolution":{"observed_at":"2026-08-07T05:27:47.563265Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.539556Z","title":null,"venue":null,"work_id":"4eaf2fb3-94fa-4b4e-8bf2-3816c6c287ad","year":2021},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.139594Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:92c97dc5aa6045c8a4248586e810d08bb0708b2ef7d0854318208e35922a6f8b","observation_id":"fcae1fd2-95af-4cbc-9104-350cdcc406c2","resolution":{"observed_at":"2026-08-07T05:27:47.545027Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.522123Z","title":"Marabou 2.0: A Versatile Formal Analyzer of Neural Networks","venue":null,"work_id":"f3625bad-5eac-4fef-b4ec-2a0ae1caf8bd","year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.144614Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:eb9d5dbcd40451a5a3e830c95c7dbae6418c6e40279c492ba824970552809620","observation_id":"5ea5f7d2-0c42-42ab-9d29-2347a5d20f44","resolution":{"observed_at":"2026-08-07T05:27:47.528956Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.504309Z","title":"Verix: Towards Verified Explainability of Deep Neural Networks","venue":null,"work_id":"24a5d539-286e-4684-8b72-37a9ac57d84d","year":2024},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.149574Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:378eb36e11203b9d75c77a734098bc7bf8e2e94bedc1133c0ea9e3b5a1b20b29","observation_id":"e18781d3-a606-44b1-a1ee-daf32fd7b4c8","resolution":{"observed_at":"2026-08-07T05:27:47.511475Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.485965Z","title":"Stability Guarantees for Feature Attributions with Multiplicative Smoothing","venue":null,"work_id":"f06c2d44-5314-464e-9266-cee2f04b1b13","year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.154542Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:ac46a530fd8a72726b9c41cdbd997703062e7e3fed491648bc9deeb4f2cfe4f3","observation_id":"6c2eda3e-4ba2-495d-babc-f35174b11859","resolution":{"observed_at":"2026-08-07T05:27:47.491564Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.468394Z","title":"J., Narodytska, N., and Marques-Silva, J","venue":null,"work_id":"fd33685c-3e30-49d7-9fa4-79468d0360f8","year":2023},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.159426Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:8397dcefbd7cfb3feaa91024e901e15e52e7f6d824ebf0a9ecaa9951c3d04fa8","observation_id":"4115b93f-c39a-453a-b813-6fbf6345cae6","resolution":{"observed_at":"2026-08-07T05:27:47.475515Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:27:47.164647Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?","version":1},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-08-07T05:27:47.164647Z"},"links":{"citing_paper":"/paper/2506.08216"},"observation_digest":"sha256:c3254803afc81aed5405e5f6a42eb976dd62246055763c317f14e5f3bd5b5749","observation_id":"084bd829-397e-45c4-a91d-36ad22c77051","resolution":{"observed_at":"2026-08-07T05:27:47.164647Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2506.08216","last_updated":"2025-06-09T20:38:04Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-08T14:52:58.324413Z","submitted_at":"2025-06-09T20:38:04Z","title":"What makes an Ensemble (Un) Interpretable?"},"reference_resolution":{"displayed":96,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":25,"verified_exact":2,"verified_fuzzy":69},"total_outbound_references":96},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 0 inbound Pith citation observations for arXiv:2506.08216."}