{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:DHHBTCKQJLUHQE2LOYYRQ7AVNA","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":"f3aeb32543af689ca1dc667b1229ca440c286763260ca7ef86d7722ae107d852","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-06-02T19:03:47Z","title_canon_sha256":"faf8d056b727e56eec3b6d6ca0137dfcea78b9545a85ad895ce6b96c813bebc0"},"schema_version":"1.0","source":{"id":"1706.00820","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1706.00820","created_at":"2026-05-18T00:43:07Z"},{"alias_kind":"arxiv_version","alias_value":"1706.00820v1","created_at":"2026-05-18T00:43:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1706.00820","created_at":"2026-05-18T00:43:07Z"},{"alias_kind":"pith_short_12","alias_value":"DHHBTCKQJLUH","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_16","alias_value":"DHHBTCKQJLUHQE2L","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_8","alias_value":"DHHBTCKQ","created_at":"2026-05-18T12:31:10Z"}],"graph_snapshots":[{"event_id":"sha256:74a0c682e1143d7236873fc53161aaa066d756bda1e72645f1f1b6d73882aecf","target":"graph","created_at":"2026-05-18T00:43:07Z","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"},"paper":{"abstract_excerpt":"Traditional statistical theory assumes that the analysis to be performed on a given data set is selected independently of the data themselves. This assumption breaks downs when data are re-used across analyses and the analysis to be performed at a given stage depends on the results of earlier stages. Such dependency can arise when the same data are used by several scientific studies, or when a single analysis consists of multiple stages.\n  How can we draw statistically valid conclusions when data are re-used? This is the focus of a recent and active line of work. At a high level, these results","authors_text":"Adam Smith","cross_cats":["stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-06-02T19:03:47Z","title":"Information, Privacy and Stability in Adaptive Data Analysis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1706.00820","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":"sha256:73a90f872252b4e9ab06ab1ff7114b94e9b7d2302f9375d1e79b0a0a623ac12c","target":"record","created_at":"2026-05-18T00:43:07Z","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":"f3aeb32543af689ca1dc667b1229ca440c286763260ca7ef86d7722ae107d852","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2017-06-02T19:03:47Z","title_canon_sha256":"faf8d056b727e56eec3b6d6ca0137dfcea78b9545a85ad895ce6b96c813bebc0"},"schema_version":"1.0","source":{"id":"1706.00820","kind":"arxiv","version":1}},"canonical_sha256":"19ce1989504ae878134b7631187c1568360ad08672f7548c2007bdf9bb0ed776","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"19ce1989504ae878134b7631187c1568360ad08672f7548c2007bdf9bb0ed776","first_computed_at":"2026-05-18T00:43:07.784654Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:43:07.784654Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3DRCdeaAr5+Gibcl8Bygw/u5C5hxd8ddr+Gvc/sGmPnWcD7LS9ATJJkDkSwq3sybVMlRlbFxi3z2J6JUPaxPBg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:43:07.785348Z","signed_message":"canonical_sha256_bytes"},"source_id":"1706.00820","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:73a90f872252b4e9ab06ab1ff7114b94e9b7d2302f9375d1e79b0a0a623ac12c","sha256:74a0c682e1143d7236873fc53161aaa066d756bda1e72645f1f1b6d73882aecf"],"state_sha256":"07a37099417f35299a9563d525e5d00916b6e5671eba744021efa3533f04d931"}