{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:4LYSJ3MPVHJH54CUKGU55QZUBZ","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":"0f80d04175722df13c5e8470f24003800c87bb55619701797cd069ada42915cd","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2026-07-03T10:00:28Z","title_canon_sha256":"016376bf262e140ea7e3db6dca287d36079b1c266cea91fe5f147720a6f8fea6"},"schema_version":"1.0","source":{"id":"2607.03161","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.03161","created_at":"2026-07-07T01:16:45Z"},{"alias_kind":"arxiv_version","alias_value":"2607.03161v1","created_at":"2026-07-07T01:16:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.03161","created_at":"2026-07-07T01:16:45Z"},{"alias_kind":"pith_short_12","alias_value":"4LYSJ3MPVHJH","created_at":"2026-07-07T01:16:45Z"},{"alias_kind":"pith_short_16","alias_value":"4LYSJ3MPVHJH54CU","created_at":"2026-07-07T01:16:45Z"},{"alias_kind":"pith_short_8","alias_value":"4LYSJ3MP","created_at":"2026-07-07T01:16:45Z"}],"graph_snapshots":[{"event_id":"sha256:e25062eb5e7f42038ad66005f3856e6052eb72073293fb0d4728796761338820","target":"graph","created_at":"2026-07-07T01:16:45Z","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/2607.03161/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In selective deployment, practitioners act only on a model-chosen subset of individuals based on predicted conditional average treatment effects, but marginal conformal guarantees need not control reliability on that selected subset. We study reliable selection for black-box CATE predictors: selecting candidates whose CATE errors are below a tolerance while controlling the false discovery rate (FDR). Since CATE errors are unobservable, we construct doubly robust proxy errors from pseudo-outcomes; however, naive proxies can lose power under heteroskedasticity because variance overwhelms the rel","authors_text":"Haoang Chi, Xinyun Lu, Zhiheng Zhang","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2026-07-03T10:00:28Z","title":"Denoised Conformal Alignment for Reliable Selection of Conditional Average Treatment Effect Predictions"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.03161","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":"sha256:256ed65ee7f8c533769f29dcb0c6a9cedba576c39a19643a57e4bf5f6caf2052","target":"record","created_at":"2026-07-07T01:16:45Z","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":"0f80d04175722df13c5e8470f24003800c87bb55619701797cd069ada42915cd","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2026-07-03T10:00:28Z","title_canon_sha256":"016376bf262e140ea7e3db6dca287d36079b1c266cea91fe5f147720a6f8fea6"},"schema_version":"1.0","source":{"id":"2607.03161","kind":"arxiv","version":1}},"canonical_sha256":"e2f124ed8fa9d27ef05451a9dec3340e420cbc2e104664997643b3e838bdc1ee","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e2f124ed8fa9d27ef05451a9dec3340e420cbc2e104664997643b3e838bdc1ee","first_computed_at":"2026-07-07T01:16:45.252125Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-07T01:16:45.252125Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"FxRhARaXu/V6IcnlCoMHdUN7SOM1wtMpzmEObET9tLidoPoi11lK8N/KLiZ+N/+nefuJ+esWsrOxb/t/44ssAw==","signature_status":"signed_v1","signed_at":"2026-07-07T01:16:45.252607Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.03161","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:256ed65ee7f8c533769f29dcb0c6a9cedba576c39a19643a57e4bf5f6caf2052","sha256:e25062eb5e7f42038ad66005f3856e6052eb72073293fb0d4728796761338820"],"state_sha256":"2b45e74b20aa2ceaef250ca6e8ebd6a1fd45aced9a88fed2be333f616c8a75b0"}