{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:ZN35IAHFTD6LIDWE7G2O4KTQCE","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":"0cd41c31507f15ed4ab69965a3ac4daeb0af6d7979326d219adbb4d6946f58ea","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2017-01-25T07:43:13Z","title_canon_sha256":"7ab8d5164ba248994025c7cd535aa9a085770e45a917fb45a6d933f258d3942c"},"schema_version":"1.0","source":{"id":"1701.07194","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1701.07194","created_at":"2026-05-18T00:52:07Z"},{"alias_kind":"arxiv_version","alias_value":"1701.07194v1","created_at":"2026-05-18T00:52:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1701.07194","created_at":"2026-05-18T00:52:07Z"},{"alias_kind":"pith_short_12","alias_value":"ZN35IAHFTD6L","created_at":"2026-05-18T12:31:59Z"},{"alias_kind":"pith_short_16","alias_value":"ZN35IAHFTD6LIDWE","created_at":"2026-05-18T12:31:59Z"},{"alias_kind":"pith_short_8","alias_value":"ZN35IAHF","created_at":"2026-05-18T12:31:59Z"}],"graph_snapshots":[{"event_id":"sha256:7ecd5b4b3d777ec8d04d6ef309d5067f66b3b53237b5c509192abd1a1367680a","target":"graph","created_at":"2026-05-18T00:52:07Z","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":"This paper presents privileged multi-label learning (PrML) to explore and exploit the relationship between labels in multi-label learning problems. We suggest that for each individual label, it cannot only be implicitly connected with other labels via the low-rank constraint over label predictors, but also its performance on examples can receive the explicit comments from other labels together acting as an \\emph{Oracle teacher}. We generate privileged label feature for each example and its individual label, and then integrate it into the framework of low-rank based multi-label learning. The pr","authors_text":"Chang Xu, Chao Xu, Dacheng Tao, Shan You, Yunhe Wang","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2017-01-25T07:43:13Z","title":"Privileged Multi-label Learning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1701.07194","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":"sha256:6368882516bc3f0cb771848112b21fda331f20fbb121b9db6b37ce94b97cbec8","target":"record","created_at":"2026-05-18T00:52:07Z","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":"0cd41c31507f15ed4ab69965a3ac4daeb0af6d7979326d219adbb4d6946f58ea","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2017-01-25T07:43:13Z","title_canon_sha256":"7ab8d5164ba248994025c7cd535aa9a085770e45a917fb45a6d933f258d3942c"},"schema_version":"1.0","source":{"id":"1701.07194","kind":"arxiv","version":1}},"canonical_sha256":"cb77d400e598fcb40ec4f9b4ee2a70111252add922d04b295d85d026c46a12f9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cb77d400e598fcb40ec4f9b4ee2a70111252add922d04b295d85d026c46a12f9","first_computed_at":"2026-05-18T00:52:07.190398Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:52:07.190398Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"os9Nc/C+FzXqsHVP5IMAR47hSp0O0cMjhym4VHMHEXmjOtLCDmLnEnZ53tFWoPjiBUbMa084kFDa5iCIJc2oDg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:52:07.191012Z","signed_message":"canonical_sha256_bytes"},"source_id":"1701.07194","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6368882516bc3f0cb771848112b21fda331f20fbb121b9db6b37ce94b97cbec8","sha256:7ecd5b4b3d777ec8d04d6ef309d5067f66b3b53237b5c509192abd1a1367680a"],"state_sha256":"21563ea6612a705459ffc74c0a6042a5599fbe92fe31e40becb8290f5f5d14e3"}