Pith Number

pith:5HWGCIJI

pith:2023:5HWGCIJID2ILE3AYWEWYHLTBKC

not attested not anchored not stored refs pending

RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Inter-label Correlations

Boyu Shi, Jing Wang, Kouzhiqiang Yucheng Xie, Xin Geng, Yuheng Jia

arxiv:2312.06343 v1 · 2023-12-11 · cs.LG

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\usepackage{pith}
\pithnumber{5HWGCIJID2ILE3AYWEWYHLTBKC}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Label Distribution Learning using the Squared Neural Family on the Probability Simplex

Receipt and verification

First computed	2026-07-05T07:22:43.453229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9ec6121281e90b26c18b12d83ae6150abbbd137f0a3cf03516e5ea36a9e53f0

Aliases

arxiv: 2312.06343 · arxiv_version: 2312.06343v1 · doi: 10.48550/arxiv.2312.06343 · pith_short_12: 5HWGCIJID2IL · pith_short_16: 5HWGCIJID2ILE3AY · pith_short_8: 5HWGCIJI

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/5HWGCIJID2ILE3AYWEWYHLTBKC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e9ec6121281e90b26c18b12d83ae6150abbbd137f0a3cf03516e5ea36a9e53f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee2aaba9e8d1186381aec69784450b393fbe068e0ec59d58ffb0aee2a47a7e94",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-11T12:47:29Z",
    "title_canon_sha256": "f6dfce4aec4f5b4e3723bd78955980cd93ffe3802b36523522038a79b6bf398e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.06343",
    "kind": "arxiv",
    "version": 1
  }
}