{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:5D4WMSK46UTP76ZLOR4GVRZYL4","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":"74b115140efaee2fde59e727582bbeee97d283d0198edc6b39127eac4adca8b7","cross_cats_sorted":["cs.CR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-02-10T07:53:46Z","title_canon_sha256":"c869ea7aabd6cef36caf22af8bc380df3a0d725bfa413f4a6c03a6765ec0e92b"},"schema_version":"1.0","source":{"id":"2602.09499","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.09499","created_at":"2026-05-29T01:05:04Z"},{"alias_kind":"arxiv_version","alias_value":"2602.09499v2","created_at":"2026-05-29T01:05:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.09499","created_at":"2026-05-29T01:05:04Z"},{"alias_kind":"pith_short_12","alias_value":"5D4WMSK46UTP","created_at":"2026-05-29T01:05:04Z"},{"alias_kind":"pith_short_16","alias_value":"5D4WMSK46UTP76ZL","created_at":"2026-05-29T01:05:04Z"},{"alias_kind":"pith_short_8","alias_value":"5D4WMSK4","created_at":"2026-05-29T01:05:04Z"}],"graph_snapshots":[{"event_id":"sha256:9cdf058b494f363ebf2378f880098b9e729fb28fb932be149f49137b4d6818ba","target":"graph","created_at":"2026-05-29T01:05:04Z","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/2602.09499/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We study the computational relationship between replicability (Impagliazzo et al. [STOC `22], Ghazi et al. [NeurIPS `21]) and other stability notions. Specifically, we focus on replicable PAC learning and its connections to differential privacy (Dwork et al. [TCC 2006]) and to the statistical query (SQ) model (Kearns [JACM `98]). Statistically, it was known that differentially private learning and replicable learning are equivalent and strictly more powerful than SQ-learning. Yet, computationally, all previously known efficient (i.e., polynomial-time) replicable learning algorithms were confin","authors_text":"Eliad Tsfadia, Jessica Sorrell, Moshe Noivirt","cross_cats":["cs.CR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-02-10T07:53:46Z","title":"Computationally Efficient Replicable Learning of Parities and Applications"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.09499","kind":"arxiv","version":2},"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":"sha256:4d06b27b22635c145de7609d3e8c226316c4256432767f9d182c33695f3a27d0","target":"record","created_at":"2026-05-29T01:05:04Z","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":"74b115140efaee2fde59e727582bbeee97d283d0198edc6b39127eac4adca8b7","cross_cats_sorted":["cs.CR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-02-10T07:53:46Z","title_canon_sha256":"c869ea7aabd6cef36caf22af8bc380df3a0d725bfa413f4a6c03a6765ec0e92b"},"schema_version":"1.0","source":{"id":"2602.09499","kind":"arxiv","version":2}},"canonical_sha256":"e8f966495cf526fffb2b74786ac7385f26046c5d2db09742b0aa30b0b34f9bb9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e8f966495cf526fffb2b74786ac7385f26046c5d2db09742b0aa30b0b34f9bb9","first_computed_at":"2026-05-29T01:05:04.315602Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-29T01:05:04.315602Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"iiSmfsor63TUFsjonGK6mtfD4czcgdBql6LGvL7EpSLBfK0EibUizgh7zRmZEq6+JlUU6xI9KAPPqzFzoK3eBg==","signature_status":"signed_v1","signed_at":"2026-05-29T01:05:04.316563Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.09499","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4d06b27b22635c145de7609d3e8c226316c4256432767f9d182c33695f3a27d0","sha256:9cdf058b494f363ebf2378f880098b9e729fb28fb932be149f49137b4d6818ba"],"state_sha256":"e2f4f20a6d70750edbcec45427f9a7018397f28481577e100002bc50ad0ed005"}