{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:JCBIZFRANS3WFPIKIKBP442WAE","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":"ef869397ea214cc9dc6b03745693cd317724e654c15c89612265119324e14aad","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.OC","submitted_at":"2018-10-26T02:17:52Z","title_canon_sha256":"201114bd8d01fc1e9bb4c91ed3af3fa3bec9ddd8c6bf3ed84ecb55491f001f80"},"schema_version":"1.0","source":{"id":"1810.11167","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1810.11167","created_at":"2026-07-05T00:32:20Z"},{"alias_kind":"arxiv_version","alias_value":"1810.11167v2","created_at":"2026-07-05T00:32:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.11167","created_at":"2026-07-05T00:32:20Z"},{"alias_kind":"pith_short_12","alias_value":"JCBIZFRANS3W","created_at":"2026-07-05T00:32:20Z"},{"alias_kind":"pith_short_16","alias_value":"JCBIZFRANS3WFPIK","created_at":"2026-07-05T00:32:20Z"},{"alias_kind":"pith_short_8","alias_value":"JCBIZFRA","created_at":"2026-07-05T00:32:20Z"}],"graph_snapshots":[{"event_id":"sha256:866077faf4a3ff1b0cb898bb519143bcb3851f0007531164a75f9ea920dfff97","target":"graph","created_at":"2026-07-05T00:32:20Z","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/1810.11167/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this work, we present and analyze C-SAGA, a (deterministic) cyclic variant of SAGA. C-SAGA is an incremental gradient method that minimizes a sum of differentiable convex functions by cyclically accessing their gradients. Even though the theory of stochastic algorithms is more mature than that of cyclic counterparts in general, practitioners often prefer cyclic algorithms. We prove C-SAGA converges linearly under the standard assumptions. Then, we compare the rate of convergence with the full gradient method, (stochastic) SAGA, and incremental aggregated gradient (IAG), theoretically and ex","authors_text":"Ernest K. Ryu, Youngsuk Park","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.OC","submitted_at":"2018-10-26T02:17:52Z","title":"Linear Convergence of Cyclic SAGA"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.11167","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:a831a312d1fc8f11bbcc0e9e9e94cade9f454c8109d63a8006879852b17e4a72","target":"record","created_at":"2026-07-05T00:32:20Z","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":"ef869397ea214cc9dc6b03745693cd317724e654c15c89612265119324e14aad","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.OC","submitted_at":"2018-10-26T02:17:52Z","title_canon_sha256":"201114bd8d01fc1e9bb4c91ed3af3fa3bec9ddd8c6bf3ed84ecb55491f001f80"},"schema_version":"1.0","source":{"id":"1810.11167","kind":"arxiv","version":2}},"canonical_sha256":"48828c96206cb762bd0a4282fe7356013430fb0304461445b7b49d037abed199","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"48828c96206cb762bd0a4282fe7356013430fb0304461445b7b49d037abed199","first_computed_at":"2026-07-05T00:32:20.694592Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T00:32:20.694592Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"0HpUUUApZ77bsvXKvxbOihiOG9QC+GeZ+e6UqmkYChNAhSiHrqI6yawHUGyLnf4Q+Fkvc4bPL9XFvPfg9wLBAA==","signature_status":"signed_v1","signed_at":"2026-07-05T00:32:20.695039Z","signed_message":"canonical_sha256_bytes"},"source_id":"1810.11167","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a831a312d1fc8f11bbcc0e9e9e94cade9f454c8109d63a8006879852b17e4a72","sha256:866077faf4a3ff1b0cb898bb519143bcb3851f0007531164a75f9ea920dfff97"],"state_sha256":"fcf4b7fbadda2b977ebbf070dd0e3a7e666ba380c06aa59142e170aa0caafe4e"}