{"as_of":"2026-08-08T09:06:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:7c05090c5155343425d85110bcf4471259d982c4d1cdf9d9ea169d47c695b324","coverage":[{"denominator":72,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":72,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T20:35:54.401446Z","state":"measured"},{"denominator":72,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":72,"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/2507.03048/citation-record","integrity":"/paper/2507.03048/integrity","json":"/paper/2507.03048/citation-record.json","paper":"/paper/2507.03048"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:36:05.966237Z","title":"A survey of statistical model checking","venue":null,"work_id":"af374ab5-ccce-4d3b-bcbe-7fb96e929427","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:46.508110Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:9db256a5b6a7e54be3469171092b39f9e5294992caa7a59b21a9663f31ded0c1","observation_id":"f4d8a646-ad60-41f2-97f7-4b83b5742ecc","resolution":{"observed_at":"2026-08-06T20:36:06.048813Z","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":"2026-08-06T20:36:05.913239Z","title":"Fairsquare: probabilistic verification of program fairness","venue":null,"work_id":"79d78fd6-42f7-4ca5-86d8-e8c1850dfc80","year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:46.600280Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:d075860f7e250029e9ddaffac00d0c4fd6bea99a3a821e756539e7cb329a2816","observation_id":"cbca9ccc-60f6-4f5a-8ec0-bae44968ce3f","resolution":{"observed_at":"2026-08-06T20:36:05.916917Z","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":"2026-08-06T20:36:05.793893Z","title":"Fairness-aware programming","venue":null,"work_id":"892a9e53-818a-4c17-a8ed-e0a7e6f0bcc8","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:46.688960Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:9ad5e29e3dc813600fad4a0db561d3faa0256e01ab0a5233a5be0a3280ff9232","observation_id":"b8829292-6b4f-4053-9f99-3ce6ca20721f","resolution":{"observed_at":"2026-08-06T20:36:05.831280Z","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":"2026-08-06T20:36:05.604894Z","title":"Pac statistical model checking for markov decision processes and stochastic games","venue":null,"work_id":"6ce0729e-816b-4276-9ff7-ae56233e39c2","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:46.837733Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:1880d7b9c48ff8d6d93d6a923226ecab7e4112151a2555af7333d2e1929bba69","observation_id":"31ec68a4-37c5-454c-a1db-3286adc52ef6","resolution":{"observed_at":"2026-08-06T20:36:05.703500Z","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":"2026-08-06T20:36:05.443676Z","title":"Baier, B","venue":null,"work_id":"e5e0218c-7f2b-47f4-90bc-e415a6c0e7fc","year":2003},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:46.960742Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:e2307dd50b9d7231df7df2b8ed99101d405d8a6cbe9a32306334c58fae43dd42","observation_id":"3872c0a1-1ed5-491f-a8f1-b679b1ea10db","resolution":{"observed_at":"2026-08-06T20:36:05.506641Z","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":"2026-08-06T20:36:05.286871Z","title":"Fair normalizing flows","venue":null,"work_id":"483472cf-8541-4574-a073-ad9d45d7e5e4","year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:47.113171Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:b87372abda5c46ad04e741c20161eaa7ed4b8785600fa5c3c4aed55bc6e269fd","observation_id":"f2b9ddd7-a7dc-4374-ac9a-3a85504a84da","resolution":{"observed_at":"2026-08-06T20:36:05.370038Z","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":"2026-08-06T20:36:05.112535Z","title":"Specification- based monitoring of cyber-physical systems: a survey on theory, tools and applications","venue":null,"work_id":"bd1673cf-bb9c-430c-9151-bcc3bcbaa4c7","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:47.302313Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:5baebc36c82b60f2906257e88d3ae3f73e94d46a0200be4abe0fd091ba991980","observation_id":"f897d5b5-8896-4f03-a282-0fee5ed5408f","resolution":{"observed_at":"2026-08-06T20:36:05.218917Z","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":"2026-08-06T20:36:04.891309Z","title":"Springer, 2018","venue":null,"work_id":"dd4ddc5f-d8c3-4045-9013-775a44b3ac6f","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:47.435060Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:79939c78cc76fa0aaa87bd05903cf882e193045912863a37b8c89d9d6abdc4bd","observation_id":"b7d196bc-df25-482c-802c-304b274303da","resolution":{"observed_at":"2026-08-06T20:36:04.989510Z","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":"2026-08-06T20:36:04.717652Z","title":"Probabilistic verification of fairness properties via concentration.Proceedings of the ACM on Programming Languages, 3(OOPSLA):1–27, 2019","venue":null,"work_id":"e405e0fe-8efc-43bb-8d3a-c4a375454766","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:47.565389Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:3786eabc66c090ac792da223dab8a2ff15a9da42493b1e3f9b9e7a45d5b26d34","observation_id":"5b2dc528-3e07-4919-8147-daff3f059cb6","resolution":{"observed_at":"2026-08-06T20:36:04.789968Z","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":"2026-08-06T20:36:04.557208Z","title":"Ai fairness 360: An extensi- ble toolkit for detecting and mitigating algorithmic bias","venue":null,"work_id":"231dede0-ce9b-4e35-8939-80bd4f07aff2","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:47.751039Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:5eba851d889a64d144740e38c0a0c5a10e905243e70a26ca8f5620c81c169a18","observation_id":"52f84281-729f-4a63-bfb9-9c5a259bc74a","resolution":{"observed_at":"2026-08-06T20:36:04.629156Z","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":"1706.02409","last_updated":"2017-06-07T23:09:28Z","snapshot_observed_at":"2026-07-06T05:46:01.107746Z","submitted_at":"2017-06-07T23:09:28Z","title":"A Convex Framework for Fair Regression","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1706.02409","snapshot_observed_at":"2026-08-06T20:35:47.954397Z","title":"A convex frame- work for fair regression","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:47.954397Z"},"links":{"cited_paper":"/paper/1706.02409","citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:e85e616a07e5ae42e0e8b11a4e75599467df0b1fba0995e3c7704b02f573b63b","observation_id":"b5a14374-1bdd-4f33-87a4-82bfce68d991","resolution":{"observed_at":"2026-08-06T20:35:47.954397Z","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":"2026-08-06T20:36:04.307925Z","title":"Fairlearn: A toolkit for assessing and improving fairness in ai","venue":null,"work_id":"549466e2-0cfe-4069-aefe-938e81b83a44","year":2020},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:48.078613Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:0c3464176792e986e745689f61d72898958aab4fbd9ac3624e4fd6628af96cc7","observation_id":"86d7c637-1b9c-49c4-b145-2d1521799c19","resolution":{"observed_at":"2026-08-06T20:36:04.456017Z","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":"2026-08-06T20:36:04.136793Z","title":"Fairness shields: Safeguarding against biased decision makers","venue":null,"work_id":"a2234e03-a0b2-4c67-b7c6-f5b626e5a1a9","year":2025},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:48.214425Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:d03c5eb8cc95a597205a14f434e626a43e253e71e225bd86e56c89fb3a78be36","observation_id":"2ce9390c-38f2-4649-be1f-4ba747eb18a0","resolution":{"observed_at":"2026-08-06T20:36:04.227274Z","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":"2026-08-06T20:36:03.970153Z","title":"Fair prediction with disparate impact: A study of bias in recidivism prediction instruments","venue":null,"work_id":"f4bdfb8a-a5b8-471e-90ef-c93d87dd515b","year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:48.367982Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:c62b6aa5e2f07194030d512da0171b5244db5f24668a3dd25bc55ee07c7302ac","observation_id":"be4bac41-33a5-4e9b-b504-478d47a399c5","resolution":{"observed_at":"2026-08-06T20:36:04.055639Z","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":"2026-08-06T20:36:03.834387Z","title":"Statistical model checking for cyber- physical systems","venue":null,"work_id":"7d9d684c-f0b9-4499-88c0-7ac22dcce438","year":2011},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:48.470010Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:f2b3ccc786ae5eb3d67f60fdb5ce72783fac55af9cbdfdae5cd0ef83e66eafb9","observation_id":"a03e61d2-a673-48b8-bdb9-41a79d63601e","resolution":{"observed_at":"2026-08-06T20:36:03.912776Z","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":"2026-08-06T20:36:03.597217Z","title":"Algorithmic decision making and the cost of fairness","venue":null,"work_id":"1f32301f-23e4-488c-afbd-b661880e7645","year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:48.615547Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:ee314769f60c0cab2f8e3ff38609bf42d12383d9c1e4ba10280ceb58454b0966","observation_id":"742ada64-9dc5-487b-9c1d-caa42736d57f","resolution":{"observed_at":"2026-08-06T20:36:03.753737Z","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":"2026-08-06T20:36:03.384835Z","title":"Sculley, and Yoni Halpern","venue":null,"work_id":"d19887b3-e59b-4cd2-b159-fb629b95efb2","year":2020},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:48.763599Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:bd01a6ebc519dcb2f00a373eed9df0af65604ef95f196dfa57e60b9924b8a7b9","observation_id":"dfda6931-0432-42ee-a4f2-21c9bf5c2307","resolution":{"observed_at":"2026-08-06T20:36:03.481537Z","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":"2026-08-06T20:36:03.213198Z","title":"Optimizing control strategy using statistical model checking","venue":null,"work_id":"cc7c7993-fbed-4002-9e29-3b5d9b6b5bca","year":2013},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:48.915517Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:be4db12a0663fae4bcfc21d04762341cb44d319db75043ab0f7dfd7871cc5de4","observation_id":"0be87f49-86b7-4fff-9922-b124f9bce1eb","resolution":{"observed_at":"2026-08-06T20:36:03.289500Z","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":"2026-08-06T20:36:03.049867Z","title":"Robust satisfaction of temporal logic over real-valued signals","venue":null,"work_id":"218a7267-211e-4195-881b-03cd5e901ef9","year":2010},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:48.985623Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:7abd0e75c6acbf7d4f227eb2b470f630285b05eb4e2cafb040076ebf1232646d","observation_id":"d398af52-4a0a-484c-8e50-379eaab850f6","resolution":{"observed_at":"2026-08-06T20:36:03.111243Z","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":"2026-08-06T20:36:02.881379Z","title":"The accuracy, fairness, and limits of predict- ing recidivism","venue":null,"work_id":"44a64432-fa02-417c-ad37-61352f9a2977","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.058233Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:49110023b1f318061af657ddef8f4a2fbfbd3d19e9631af94552202040d2ad89","observation_id":"786aa533-1fe8-4e4b-9f44-608d23f6a982","resolution":{"observed_at":"2026-08-06T20:36:02.980478Z","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":"2026-08-06T20:36:02.687691Z","title":"Fairness through awareness","venue":null,"work_id":"907f42ce-7d4e-4a95-99bd-d5fdf35b4b36","year":2012},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.127565Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:b975ebdbb4f48fe2dfedadb617ce9c7bd4b19babfedfbb0d9a2a7269e77d0b44","observation_id":"0ca9ba0c-213f-494a-850e-eab42e1e5e53","resolution":{"observed_at":"2026-08-06T20:36:02.762361Z","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":"2026-08-06T20:36:02.487456Z","title":"Individual fairness under compo- sition","venue":null,"work_id":"7bd464e4-4c7f-480e-b6f4-0deb1c2cc19a","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.199088Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:ddfcd5b7bf61e42ab5a3b829c258fe12959d0f94709e44936270cdb154a7235d","observation_id":"cbe6c0e8-a4be-4a76-8b96-27528083d17d","resolution":{"observed_at":"2026-08-06T20:36:02.578872Z","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":"2026-08-06T20:36:02.310020Z","title":"Runaway feedback loops in predictive polic- ing","venue":null,"work_id":"30d66751-66c1-45a0-bcf9-1c352710890f","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.247217Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:4ea121d175a32a380e3749822f5ca4cac9c7995662b0476e5e49a74f3dcb21d1","observation_id":"f4173591-54a3-4f80-98d5-e58753ddab3c","resolution":{"observed_at":"2026-08-06T20:36:02.394362Z","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":"2303.07245","last_updated":"2023-10-30T08:25:38Z","snapshot_observed_at":"2026-08-04T13:17:20.522215Z","submitted_at":"2023-03-13T16:16:12Z","title":"Concentration without Independence via Information Measures","version":2},"cited_work":{"arxiv_id":"2303.07245","doi":null,"metadata_source":"pith","pith_arxiv_id":"2303.07245","snapshot_observed_at":"2026-08-06T20:35:54.823321Z","title":"Concentration without Independence via Information Measures","venue":"cs.IT","work_id":"6f6fdd7f-690d-4fc5-a05c-48c00090408b","year":2023},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.298091Z"},"links":{"cited_paper":"/paper/2303.07245","citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:ac831d82e12d88313a65f199302c82c224e38bb2f2840da89ca0d64477344aef","observation_id":"b01930aa-92ba-4990-8097-e3bca1f3c474","resolution":{"observed_at":"2026-08-06T20:35:54.877504Z","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":{"arxiv_id":"1711.03829","last_updated":"2019-06-12T09:37:17Z","snapshot_observed_at":"2026-07-06T06:08:45.897135Z","submitted_at":"2017-11-10T14:27:19Z","title":"Real-time Stream-based Monitoring","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1711.03829","snapshot_observed_at":"2026-08-06T20:35:49.377336Z","title":"Real-time stream-based monitoring","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.377336Z"},"links":{"cited_paper":"/paper/1711.03829","citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:a452c9f1e3b55fb23c9b9a882ddefc4a809a855578bff1435c6777cbb4fe0c45","observation_id":"38e281b9-ae63-433b-95d6-9a512096d57d","resolution":{"observed_at":"2026-08-06T20:35:49.377336Z","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":"2026-08-06T20:36:02.153330Z","title":"Certifying and removing disparate im- pact","venue":null,"work_id":"f30b0909-ac62-40f2-a9ea-c09e45ed810a","year":2015},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.450226Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:171fda158693922a360acc2782dcf363cd946aaf0d359060742b8d6144fc5011","observation_id":"cf9e6124-169a-43be-8964-139c749dfaa1","resolution":{"observed_at":"2026-08-06T20:36:02.215215Z","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":"2026-08-06T20:36:01.963820Z","title":"Monitoring event frequencies","venue":null,"work_id":"679ffba0-05a3-4880-9015-f57c86f4b878","year":2020},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.524329Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:8fed161d20e0d2f36b6d73995a63f8c4bb2504096a0d57545ca67b95cb1c1f74","observation_id":"931b137c-75dd-4e4c-be09-3cc2ba00766b","resolution":{"observed_at":"2026-08-06T20:36:02.031492Z","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":"2026-08-06T20:36:01.825210Z","title":"A theory of reg- ister monitors","venue":null,"work_id":"78c49ace-7ebb-42cb-8e88-d71ce42423fe","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.585536Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:774b06b0807eaeb8caa0f795f098510edfdb79d1711f4ccb62406fccfaeecdb9","observation_id":"cd52579b-f521-4d0b-8947-ef25dfa742d6","resolution":{"observed_at":"2026-08-06T20:36:01.877923Z","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":"2026-08-06T20:36:01.709853Z","title":"Collecting statistics over runtime executions","venue":null,"work_id":"6dd8dad8-9c8e-4f6c-8a12-7d20d3a86b22","year":2002},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.651107Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:9f05ac5b0fe2c6de04f9c8218765b1246bcb0f24c9c70fe527120e0a3a0c8b73","observation_id":"1db09af8-640e-499e-9939-4975546e189f","resolution":{"observed_at":"2026-08-06T20:36:01.755324Z","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":"2109.09447","last_updated":"2022-06-01T08:47:15Z","snapshot_observed_at":"2026-07-06T11:49:28.215383Z","submitted_at":"2021-09-20T12:05:14Z","title":"Algorithmic Fairness Verification with Graphical Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2109.09447","snapshot_observed_at":"2026-08-06T20:35:49.705550Z","title":"Al- gorithmic fairness verification with graphical models","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.705550Z"},"links":{"cited_paper":"/paper/2109.09447","citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:0dcbf72aa3b9edfada9db63d0b8bcc5969bbfcb60eac8db4358d072ec3c1f562","observation_id":"f54065eb-ec98-4ac4-a105-c103eb2482c3","resolution":{"observed_at":"2026-08-06T20:35:49.705550Z","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":"2026-08-06T20:35:49.788845Z","title":"Justicia: A stochastic sat approach to formally verify fairness","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.788845Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:e9e1034ba311eef4f69a98024096943bf0f9e65584ca0139c02a9d088572c8c4","observation_id":"bb2e27cb-a1a7-4efa-b9f8-5fb2a22454a5","resolution":{"observed_at":"2026-08-06T20:35:49.788845Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.00496","last_updated":"2025-05-31T10:27:54Z","snapshot_observed_at":"2026-08-07T12:01:48.203905Z","submitted_at":"2025-05-31T10:27:54Z","title":"Monitoring Robustness and Individual Fairness","version":1},"cited_work":{"arxiv_id":"2506.00496","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.00496","snapshot_observed_at":"2026-08-06T20:35:54.620115Z","title":"Monitoring Robustness and Individual Fairness","venue":"cs.AI","work_id":"88aae385-c7e0-423f-ac10-277429f554ee","year":2025},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.863048Z"},"links":{"cited_paper":"/paper/2506.00496","citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:241267261a137efa149c0880815ad182a4c8c71a84b30dc87f2e6ae3f8d92e82","observation_id":"9976722a-76b8-4f7d-b1f3-310429565cec","resolution":{"observed_at":"2026-08-06T20:35:54.699060Z","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":"2026-08-06T20:36:01.560077Z","title":"Equality of opportunity in supervised learning","venue":null,"work_id":"79dee370-f621-4ce0-8cc4-9a4f9493448a","year":2016},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:49.934106Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:25bb351025eb35815c03314a0a88d1264288494c75168de73117bea1bbb40561","observation_id":"1e5a28f9-9368-40b2-b3fd-53e578a7c3a2","resolution":{"observed_at":"2026-08-06T20:36:01.631528Z","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":"2026-08-06T20:36:01.399032Z","title":"Runtime monitoring of dynamic fairness properties","venue":null,"work_id":"7b057bdd-7c49-4f15-a183-22dbbabac575","year":2023},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.075853Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:a9e85ffd0fd59695814385017d76d961bb885e0acd5d2bf5f18b2bc171a7a966","observation_id":"83f167ab-bf7c-4ea7-8ba4-34319d769d35","resolution":{"observed_at":"2026-08-06T20:36:01.478636Z","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":"2026-08-06T20:36:01.241445Z","title":"Monitoring algorithmic fairness","venue":null,"work_id":"f6421614-ee03-4201-92c5-b96c67ee26af","year":2023},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.202248Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:718dce632d3a6a6ef08770f63b2f1b3d8287ecdc33edbb5989eab77583b018e9","observation_id":"aba5d3f9-c0d3-4c0f-ae88-793144f9d418","resolution":{"observed_at":"2026-08-06T20:36:01.305227Z","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":"2026-08-06T20:36:01.090808Z","title":"Mon- itoring algorithmic fairness under partial observations","venue":null,"work_id":"92fe8026-4470-4c73-94fa-f6ab93eaf827","year":2023},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.304917Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:140f688e57ead1f7a3e89d9505e56ddc752d48c04ff4afc98afa96bae7255bf3","observation_id":"e1a3c9b0-c6cb-4c58-9cba-8706b5c71aeb","resolution":{"observed_at":"2026-08-06T20:36:01.165997Z","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":"2026-08-06T20:36:00.931647Z","title":"Monitorability under assumptions","venue":null,"work_id":"0f6717d9-8b95-4997-9946-80a472fcd55d","year":2020},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.416927Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:c291159be07b91b626ce4062bf56fb4e82fc4369250262b710244536b7a66d37","observation_id":"9dffc26e-1afd-4c0f-b279-16cb1024e003","resolution":{"observed_at":"2026-08-06T20:36:01.014424Z","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":"2026-08-06T20:36:00.758458Z","title":"Quantitative and approximate mon- itoring","venue":null,"work_id":"63964f22-99a6-4eec-8da4-af5a9b574492","year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.551167Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:2444f3f8a592baf0a568fa40fc949d5a8c704cba4fddaff76d93cbec757cd799","observation_id":"e862f767-50c5-42af-800f-f1cac248de4e","resolution":{"observed_at":"2026-08-06T20:36:00.820107Z","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":"2026-08-06T20:36:00.621293Z","title":"Time-uniform, nonparametric, nonasymptotic confidence sequences","venue":null,"work_id":"976f620f-5e65-4c1f-95d7-40e813bb9c03","year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.644189Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:c2eb37096cfaa76a2ced7a615f4f7be6c8be5452ba3642d5c454f44621ec9224","observation_id":"353806f5-a00d-4d78-8354-6c51de427fda","resolution":{"observed_at":"2026-08-06T20:36:00.689272Z","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":"2026-08-06T20:36:00.501502Z","title":"Differentially pri- vate fair learning","venue":null,"work_id":"df470d74-f0ec-4cfd-9ac5-c7c7348fa1f3","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.757397Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:c23e4f1f526788179c0537f467b90ac67c30465b9517c58b522e6ad971a589ec","observation_id":"305f0345-38fe-40ef-a4d3-1a1f88edeccd","resolution":{"observed_at":"2026-08-06T20:36:00.569376Z","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":"1310.8021","last_updated":"2013-10-30T04:58:56Z","snapshot_observed_at":"2026-08-07T21:22:11.530324Z","submitted_at":"2013-10-30T04:58:56Z","title":"General mixing time bounds for finite Markov chains via the absolute spectral gap","version":1},"cited_work":{"arxiv_id":"1310.8021","doi":null,"metadata_source":"pith","pith_arxiv_id":"1310.8021","snapshot_observed_at":"2026-08-06T20:35:54.500811Z","title":"General mixing time bounds for finite Markov chains via the absolute spectral gap","venue":"math.PR","work_id":"e960de3c-b496-4690-b3c4-0525ae647c6f","year":2013},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.877127Z"},"links":{"cited_paper":"/paper/1310.8021","citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:c9dd6c6ce7c8e5aa5f8fd2f9a8fe57a2ee268367e038cee11c691bca2ca25e5c","observation_id":"1254e862-f2d7-4bc6-8007-0da4237da096","resolution":{"observed_at":"2026-08-06T20:35:54.525839Z","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":"2026-08-06T20:36:00.335636Z","title":"Ver- ifying individual fairness in machine learning models","venue":null,"work_id":"ecfb1d32-1ba8-4c67-9e90-289f95ac1c8d","year":2020},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:50.956274Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:31cb34d5c3e5c304d198be38cfe451b697e5496462ff2039ac69ddf31da56545","observation_id":"404a8851-0f84-4745-936f-c9dae2803503","resolution":{"observed_at":"2026-08-06T20:36:00.434558Z","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":"2026-08-06T20:36:00.139499Z","title":"Runtime monitors for markov decision processes","venue":null,"work_id":"4432ce72-1cd4-4bb7-85cc-39ac0bfeeafc","year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:51.053319Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:b4ea61cab1744ff52b1963a792390b3bac4685a7ea554b666bedf5448132e2dd","observation_id":"398f1d1d-b1f1-4bbe-ab8b-0c0ac8832035","resolution":{"observed_at":"2026-08-06T20:36:00.230927Z","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":"2026-08-06T20:35:59.934703Z","title":"Data preprocessing techniques for clas- sification without discrimination","venue":null,"work_id":"622567b6-c14c-45ec-bb3b-6af077407c0c","year":2012},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:51.163831Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:4b3cb534fa241c7dde02687db3cadc11b9b5306efdec99d0ca27a009238811ce","observation_id":"e687f669-3977-4255-b2b7-c603d88b5610","resolution":{"observed_at":"2026-08-06T20:36:00.044346Z","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":"2026-08-06T20:35:59.721246Z","title":"Preventing fairness gerrymandering: Auditing and learning for subgroup fairness","venue":null,"work_id":"bf4871fa-80ab-4a52-a12d-0b635ab02931","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:51.315374Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:df95a11c3bb6a4f628cde83fa263b7273f6d53b0092ec39ab1f4bed782349adf","observation_id":"e00d3d60-cbf8-447a-a184-4b9ac5489e7a","resolution":{"observed_at":"2026-08-06T20:35:59.827443Z","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":"2026-08-06T20:35:59.538026Z","title":"Inherent Trade-Offs in the Fair Determination of Risk Scores","venue":null,"work_id":"f7cf6869-e94c-4c74-897a-ada4a24a68d9","year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:51.439195Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:243f61fea1ad625b2cec321eeff596241ac8568db6898873c6677ae361c4c233","observation_id":"37c17d3b-7ef3-4d23-97b3-3cdf92e3ed8e","resolution":{"observed_at":"2026-08-06T20:35:59.600508Z","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":"2026-08-06T20:35:59.373162Z","title":"Fairness-aware pac learn- ing from corrupted data","venue":null,"work_id":"d102b20d-a2d1-4d67-a873-1a264877bb03","year":2022},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:51.540623Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:50a37ed03d668aece3f1449a1b60205ac2dd1a00c4f0a6fbd8ea0b46e54bc55f","observation_id":"5e45e1a5-6849-49a4-b3a8-4d73c58cc459","resolution":{"observed_at":"2026-08-06T20:35:59.440286Z","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":"2026-08-06T20:35:59.162340Z","title":"Concentration of measure with- out independence: a unified approach via the martingale method","venue":null,"work_id":"d58ead4e-d5cf-4458-b65d-67f43a882d9e","year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:51.657198Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:bf52e4da36368ae9ff34a8596ec447b0f6360f223dbc6a7611d87f0cece66355","observation_id":"1843af3f-82a7-400d-8184-c39ab7a0f40e","resolution":{"observed_at":"2026-08-06T20:35:59.268176Z","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":"2026-08-06T20:35:58.967576Z","title":"Coun- terfactual fairness","venue":null,"work_id":"4da44d6c-c279-43d5-8ec7-c84afa19e178","year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:51.783045Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:207fdd0c7ae0cd463deadf9329381b0f32c266812bcb53974c7823bfc8f34e64","observation_id":"45602c56-7391-44d3-8be2-1d6efe7b7da4","resolution":{"observed_at":"2026-08-06T20:35:59.047258Z","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":"2026-08-06T20:35:58.790396Z","title":"ifair: Learning individually fair data representations for algorithmic decision making","venue":null,"work_id":"2f7f60d4-7e98-46c0-bed9-b096029552f3","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:51.909533Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:a945baa926a2c2bcfc517a6aff0b20c1024272b87a102d5e7ca27abe4a3ae000","observation_id":"19c61a9e-a33b-40e8-adaa-819124411eed","resolution":{"observed_at":"2026-08-06T20:35:58.875778Z","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":"2026-08-06T20:35:58.562427Z","title":"Markov chains and mixing times , volume","venue":null,"work_id":"7a7b5907-d574-4322-ab0c-af20fb17c0e6","year":null},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.029248Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:38fb12eda8244456dab6590c5b36309b456943543eb5f122693b51ad6773142b","observation_id":"1827979e-85f0-4eea-8e60-d4b47e701a43","resolution":{"observed_at":"2026-08-06T20:35:58.664609Z","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":"2026-08-06T20:35:58.210669Z","title":"Delayed impact of fair machine learning","venue":null,"work_id":"b5ef4d2c-dbb7-4eb5-b507-11c176725782","year":2018},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.236685Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:8694d955403c7430f91a472a30da65c3b4634e78c89b60fb6583110cd16ffb21","observation_id":"a2fc3d15-21ae-41e0-93c5-e67617fcbd04","resolution":{"observed_at":"2026-08-06T20:35:58.322153Z","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":"2026-08-06T20:35:58.006365Z","title":"To predict and serve? Significance, 13(5):14–19, 2016","venue":null,"work_id":"0c8b1928-3aa9-4d93-a855-3195f9476381","year":2016},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.370656Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:31287b83624a467a82b2908d855d49621b9fa74003881d55b6cf63e51feacfb7","observation_id":"be383f6e-de0d-42f3-9fbd-ada265dc20f8","resolution":{"observed_at":"2026-08-06T20:35:58.099344Z","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":"2026-08-06T20:35:57.843075Z","title":"Monitoring temporal properties of contin- uous signals","venue":null,"work_id":"9f463250-a9ac-4707-a152-086d1c9427a8","year":2004},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.517686Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:a8ed736c3d705cdcb94dc6c32359df2d6de0f934fe15583d402b1f4b45da8b40","observation_id":"761a29d6-022c-4119-9c92-3de6f311dc2d","resolution":{"observed_at":"2026-08-06T20:35:57.940900Z","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":"2026-08-06T20:35:52.666878Z","title":"A survey on bias and fairness in machine learning","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.666878Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:858a0fb5ff4b6b040dbcee7123cc708832a9515f153fc3dbf6b055902afc20b9","observation_id":"4ce85af4-d444-40e4-ad6c-30fd7d2a3178","resolution":{"observed_at":"2026-08-06T20:35:52.666878Z","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":"2026-08-06T20:35:57.667322Z","title":"Certifying robustness to programmable data bias in decision trees","venue":null,"work_id":"e3d5afe0-5324-4f34-aee1-654258c76525","year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.768135Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:26a3da44da61496cadf5508e715e3824d9c256887176d415a889dcabdfc39325","observation_id":"fbad1667-e278-4de0-8096-3ce4f620b9d4","resolution":{"observed_at":"2026-08-06T20:35:57.746000Z","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":"2026-08-06T20:35:57.499455Z","title":"The social cost of strategic classification","venue":null,"work_id":"359fe5a5-d6c9-49a1-911c-e6d86b6091a7","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.871895Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:49848ec91a70c8ec0e6e92d3bdcc9329e7e6ca931d05a962c94e42ce041384d4","observation_id":"0e09652c-38f1-4e9b-840c-54f1a41c4ffb","resolution":{"observed_at":"2026-08-06T20:35:57.565456Z","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":"2026-08-06T20:35:57.302759Z","title":null,"venue":null,"work_id":"89eb0fab-b129-4cf7-9512-eff3e4b836d2","year":1997},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.974890Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:f59156a3cf595060faebdfaf0f38ecf92fa9441e6d9deeea1f5748843f4e85fb","observation_id":"8d107347-79f8-4b77-aacd-883e01bfb512","resolution":{"observed_at":"2026-08-06T20:35:57.383645Z","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":"2026-08-06T20:35:57.111475Z","title":"Dissecting racial bias in an algorithm used to manage the health of populations","venue":null,"work_id":"bddd6e40-e13b-4bdc-9e9d-7cdacc2a5cd0","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:53.097831Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:8019eb5ce4185f853038c4a5f2ff19cdd9697c01cbdeb607448e10b3d8eddd34","observation_id":"9a3d2973-d502-4702-a923-e570fd635804","resolution":{"observed_at":"2026-08-06T20:35:57.188353Z","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":"2026-08-06T20:35:56.918124Z","title":"Quantita- tive automata under probabilistic semantics","venue":null,"work_id":"aefe4b52-cbc8-47ab-8958-d8ea303f5a2b","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:53.228041Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:fa6a691c820565edd3e15a05670a87d65fe336ce3951c7e4448c2aec3345986e","observation_id":"77ae3820-2773-4bbd-b1ce-e33411deb466","resolution":{"observed_at":"2026-08-06T20:35:57.006134Z","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":"2026-08-06T20:35:56.719599Z","title":"Concentration inequalities for markov chains by marton couplings and spectral methods","venue":null,"work_id":"d423a74a-1aaf-453a-9f8d-3afe75eaefe5","year":2015},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:53.348443Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:6c53e476e217d014379a6b89d89b8cefc160322fd26f473066872c702519a0e6","observation_id":"75ad0eff-510e-4bac-8caf-c57bfd039523","resolution":{"observed_at":"2026-08-06T20:35:56.840718Z","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":"2026-08-06T20:35:56.527013Z","title":"How computers see gender: An evaluation of gender classification in commer- cial facial analysis services","venue":null,"work_id":"2a88f5de-4dfd-4a85-82ef-8d5f350ac2eb","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:53.442225Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:3c2c70403b4cd78c36ddc37c4c8534bc18743f2d27c0b2da4e945eab1dafa0ed","observation_id":"e56ad4c9-1b39-463d-af86-e820c724b7d9","resolution":{"observed_at":"2026-08-06T20:35:56.630239Z","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":"2026-08-06T20:35:56.381049Z","title":"Chexclusion: Fairness gaps in deep chest x-ray classifiers","venue":null,"work_id":"f5949da9-e93c-4e6a-b0ca-0f752a942f45","year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:53.541879Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:0b5506918b9696344c8ed720f3df800bfc90138a228bca121f95931498b77ceb","observation_id":"6b13b80f-dd2d-4600-9cdb-52f0254e47e0","resolution":{"observed_at":"2026-08-06T20:35:56.424505Z","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":"2026-08-06T20:35:56.182372Z","title":"Average indi- vidual fairness: Algorithms, generalization and experiments","venue":null,"work_id":"205dd053-a503-4454-aa86-9809ac4f65a8","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:53.638687Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:d332109b6f0ca2da89d124f6421bdf104769826d71abaff3ef1b698a34e46f31","observation_id":"874848e9-612d-47c1-8865-90721f60458b","resolution":{"observed_at":"2026-08-06T20:35:56.278414Z","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":"2026-08-06T20:35:56.019283Z","title":"Runtime verification with state estimation","venue":null,"work_id":"dbc67d5d-431a-47b8-aed8-38531d1aec2b","year":2011},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:53.778627Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:99c7e14751c3b48d16fc2e1e3fcdf4133c82bbdaa665e8b5949f3c6e4b1aa986","observation_id":"f673b103-7451-4b30-9e4c-27e754fd2771","resolution":{"observed_at":"2026-08-06T20:35:56.098735Z","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":"2026-08-06T20:35:55.843160Z","title":"Probabilistic verification of neural networks against group fairness","venue":null,"work_id":"c6c3882e-60d8-4b0e-a725-73ef1de89433","year":2021},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:53.871994Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:3f730752d303635c34f8cf5cfa9e222e4a9c4f627d116fa43adbc042b49a7fd7","observation_id":"8e444ec9-ba75-45a7-acb0-a15058e45b17","resolution":{"observed_at":"2026-08-06T20:35:55.917432Z","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":"2026-08-06T20:35:55.702258Z","title":"Bias preserva- tion in machine learning: the legality of fairness metrics under eu non- discrimination law","venue":null,"work_id":"90228a4c-3511-4bf9-907e-c70794a85fcf","year":2020},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:54.012041Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:ef179228cec1b3c04322ba99109500ce293f8936070bcc69d6a0e8a2191f507b","observation_id":"60ff5772-56af-43d3-a909-5819b3787ddf","resolution":{"observed_at":"2026-08-06T20:35:55.773398Z","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":"2026-08-06T20:35:55.531475Z","title":"The what-if tool: Interactive prob- ing of machine learning models","venue":null,"work_id":"f46f13e5-6671-44a0-8475-70f4e5a5b2fb","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:54.091899Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:2fd65c7b5ee74192b193b85401af615ae9b3881a03faab6c1dd9298df10dd308","observation_id":"ca504777-2a84-4655-81a9-26893aae2353","resolution":{"observed_at":"2026-08-06T20:35:55.619813Z","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":"2026-08-06T20:35:55.351295Z","title":"Probabilistic verification of dis- crete event systems using acceptance sampling","venue":null,"work_id":"848e971a-b4c5-476b-b73f-944da73d058a","year":2002},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:54.219596Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:77a4a3f879e78535c0a7e64f53d45cb4648eea89f909353e0a3916403433b664","observation_id":"8bea468e-0814-4703-8f7e-87dc278bec99","resolution":{"observed_at":"2026-08-06T20:35:55.417304Z","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":"2026-08-06T20:35:55.124490Z","title":"Fairness constraints: A flexible approach for fair clas- sification","venue":null,"work_id":"172b5f76-525c-4289-b66e-19d916abb427","year":2019},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:54.307089Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:a5d90d7abd098b0236d4f00ec28d4a17b455436513d3a4cdf50116d3cf85ee3b","observation_id":"c6fca0f5-5be1-4734-bdb7-f367d2997fb5","resolution":{"observed_at":"2026-08-06T20:35:55.236940Z","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":"2026-08-06T20:35:54.959302Z","title":"Learning fair representations","venue":null,"work_id":"79773582-f8b0-4cde-b761-1d364051159e","year":2013},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:54.401446Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:7582ef105ed35e0f4f7ddb183d693b5dc35da5ed48d9ae090d284532a965ed21","observation_id":"08e53845-6956-4379-8611-77713fb79fcd","resolution":{"observed_at":"2026-08-06T20:35:55.021314Z","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":"2026-08-06T20:35:58.413250Z","title":null,"venue":null,"work_id":"8acedf12-5ad5-4d48-8cde-3d86bde748f4","year":2017},"citing_paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness","version":1},"reference_index":107,"source":"pdf_text","source_observed_at":"2026-08-06T20:35:52.124837Z"},"links":{"citing_paper":"/paper/2507.03048"},"observation_digest":"sha256:f0852510b99499d2d04ffcda3ae6dee9c73706740c16b9e985310e4292a8cbf7","observation_id":"176334f0-1510-4bc3-8528-30641063dfcb","resolution":{"observed_at":"2026-08-06T20:35:58.501403Z","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"}}],"paper":{"arxiv_id":"2507.03048","last_updated":"2025-07-03T10:20:04Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-06T20:25:01.281663Z","submitted_at":"2025-07-03T10:20:04Z","title":"Monitoring of Static Fairness"},"reference_resolution":{"displayed":72,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":7,"verified_exact":3,"verified_fuzzy":62},"total_outbound_references":72},"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 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2507.03048."}