{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:T62326YVR72PFND6JGXV4L7M45","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"02567fae475f2cde4b62b3b160f515343558874625441ef63734637b6f3d8506","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-07-19T06:48:33Z","title_canon_sha256":"8637f330db1b9d8efe23d07196989f6ca924fa9bf1f110ad28ad08116620f27a"},"schema_version":"1.0","source":{"id":"2307.09779","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.09779","created_at":"2026-07-05T06:32:46Z"},{"alias_kind":"arxiv_version","alias_value":"2307.09779v1","created_at":"2026-07-05T06:32:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.09779","created_at":"2026-07-05T06:32:46Z"},{"alias_kind":"pith_short_12","alias_value":"T62326YVR72P","created_at":"2026-07-05T06:32:46Z"},{"alias_kind":"pith_short_16","alias_value":"T62326YVR72PFND6","created_at":"2026-07-05T06:32:46Z"},{"alias_kind":"pith_short_8","alias_value":"T62326YV","created_at":"2026-07-05T06:32:46Z"}],"graph_snapshots":[{"event_id":"sha256:bdacd8161b620c93e35205af5280cf32274935b6a79510057b0f656a0d7b8c5c","target":"graph","created_at":"2026-07-05T06:32:46Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2307.09779/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Which set of features was responsible for a certain output of a machine learning model? Which components caused the failure of a cloud computing application? These are just two examples of questions we are addressing in this work by Identifying Coalition-based Explanations for Common and Rare Events in Any Model (ICECREAM). Specifically, we propose an information-theoretic quantitative measure for the influence of a coalition of variables on the distribution of a target variable. This allows us to identify which set of factors is essential to obtain a certain outcome, as opposed to well-establ","authors_text":"Atalanti A. Mastakouri, Elke Kirschbaum, Michael Oesterle, Patrick Bl\\\"obaum","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-07-19T06:48:33Z","title":"Beyond Single-Feature Importance with ICECREAM"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.09779","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:15f05a927341bd558545cefd7f14444d93381606463fbb1874193d71138f108d","target":"record","created_at":"2026-07-05T06:32:46Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"02567fae475f2cde4b62b3b160f515343558874625441ef63734637b6f3d8506","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-07-19T06:48:33Z","title_canon_sha256":"8637f330db1b9d8efe23d07196989f6ca924fa9bf1f110ad28ad08116620f27a"},"schema_version":"1.0","source":{"id":"2307.09779","kind":"arxiv","version":1}},"canonical_sha256":"9fb5bd7b158ff4f2b47e49af5e2fece770c3d5589c6c235c53b5fbc7495cbdb2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9fb5bd7b158ff4f2b47e49af5e2fece770c3d5589c6c235c53b5fbc7495cbdb2","first_computed_at":"2026-07-05T06:32:46.235619Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:32:46.235619Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DdUxuBGwAIrC4kUXzDZGfzdMKYiCTbzGEYCuPvGTugVSy1gvSbHPeACPfkRSrSKp37iUqoKTfxsz379sK3NFCg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:32:46.235971Z","signed_message":"canonical_sha256_bytes"},"source_id":"2307.09779","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:15f05a927341bd558545cefd7f14444d93381606463fbb1874193d71138f108d","sha256:bdacd8161b620c93e35205af5280cf32274935b6a79510057b0f656a0d7b8c5c"],"state_sha256":"2064c25b8953389b28010ebb9359bd1deba3f848ec170066fe91df4c498d4e68"}