{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:ZTVWUSYKVTFX6DOM2UO2IXIOXP","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":"5a06def228b633db76a02796e90306d65723a251ec5b7164363da3815a0ff71b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2015-06-19T19:04:54Z","title_canon_sha256":"005fe1e91bf30fa2c1d558cc5991b80927b98fbf633709bbd2895511320a9d64"},"schema_version":"1.0","source":{"id":"1506.06112","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1506.06112","created_at":"2026-05-18T00:44:10Z"},{"alias_kind":"arxiv_version","alias_value":"1506.06112v4","created_at":"2026-05-18T00:44:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1506.06112","created_at":"2026-05-18T00:44:10Z"},{"alias_kind":"pith_short_12","alias_value":"ZTVWUSYKVTFX","created_at":"2026-05-18T12:29:52Z"},{"alias_kind":"pith_short_16","alias_value":"ZTVWUSYKVTFX6DOM","created_at":"2026-05-18T12:29:52Z"},{"alias_kind":"pith_short_8","alias_value":"ZTVWUSYK","created_at":"2026-05-18T12:29:52Z"}],"graph_snapshots":[{"event_id":"sha256:0ad33739cb75d57b7c6cf133a9c9d4216b2188526c1c01c4496fce275c81f8e2","target":"graph","created_at":"2026-05-18T00:44:10Z","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":"It is often desirable to be able to recognize when inputs to a recognition function learned in a supervised manner correspond to classes unseen at training time. With this ability, new class labels could be assigned to these inputs by a human operator, allowing them to be incorporated into the recognition function --- ideally under an efficient incremental update mechanism. While good algorithms that assume inputs from a fixed set of classes exist, e.g., artificial neural networks and kernel machines, it is not immediately obvious how to extend them to perform incremental learning in the prese","authors_text":"Ethan M. Rudd, Lalit P. Jain, Terrance E. Boult, Walter J. Scheirer","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2015-06-19T19:04:54Z","title":"The Extreme Value Machine"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1506.06112","kind":"arxiv","version":4},"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":"sha256:064c1d40ba0d84cec6e10a9e54e40d33d8c7bec047aaae1f3897ea6c3c285cf0","target":"record","created_at":"2026-05-18T00:44:10Z","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":"5a06def228b633db76a02796e90306d65723a251ec5b7164363da3815a0ff71b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2015-06-19T19:04:54Z","title_canon_sha256":"005fe1e91bf30fa2c1d558cc5991b80927b98fbf633709bbd2895511320a9d64"},"schema_version":"1.0","source":{"id":"1506.06112","kind":"arxiv","version":4}},"canonical_sha256":"cceb6a4b0aaccb7f0dccd51da45d0ebbcba18d7948a3cfd27d07ebfbb8f8c4d9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cceb6a4b0aaccb7f0dccd51da45d0ebbcba18d7948a3cfd27d07ebfbb8f8c4d9","first_computed_at":"2026-05-18T00:44:10.078755Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:44:10.078755Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"5/sP9cTk5jBmfuc+uu3OOseyjxAgWk0pyp3Pdeq4ixAoo4xst30FipWZA0u5E74ZaU3il4G8vvtq+QX10sxTCg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:44:10.079226Z","signed_message":"canonical_sha256_bytes"},"source_id":"1506.06112","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:064c1d40ba0d84cec6e10a9e54e40d33d8c7bec047aaae1f3897ea6c3c285cf0","sha256:0ad33739cb75d57b7c6cf133a9c9d4216b2188526c1c01c4496fce275c81f8e2"],"state_sha256":"edc0bdf7f736a897ba7821447c9b3a46d9b0ed361b081da3c5c4e80dbc1ba3a3"}