Pith. sign in
Pith Number

pith:7RUZZ2VN

pith:2024:7RUZZ2VNTDA57T2FVUUNTKGKHB
not attested not anchored not stored refs pending

Uncertainty Quantification of Data Shapley via Statistical Inference

Mengmeng Wu, Ruoxi Jia, Xiang Li, Xiangyu Chang, Zhihong Liu

arxiv:2407.19373 v1 · 2024-07-28 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7RUZZ2VNTDA57T2FVUUNTKGKHB}

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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.
Receipt and verification
First computed 2026-07-05T08:49:39.040349Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fc699ceaad98c1dfcf45ad28d9a8ca387615bcadd781c86152ba8bd9a310ec6c

Aliases

arxiv: 2407.19373 · arxiv_version: 2407.19373v1 · doi: 10.48550/arxiv.2407.19373 · pith_short_12: 7RUZZ2VNTDA5 · pith_short_16: 7RUZZ2VNTDA57T2F · pith_short_8: 7RUZZ2VN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7RUZZ2VNTDA57T2FVUUNTKGKHB \
  | 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: fc699ceaad98c1dfcf45ad28d9a8ca387615bcadd781c86152ba8bd9a310ec6c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "95c481c4b1b22e69f1e61f7c7ec7bd50489501051d61e4712ad6dfb966c0e4d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-07-28T02:54:27Z",
    "title_canon_sha256": "c2370bc4a5290d7bad3b6ea9bee0575e2a07dbcbc0199fdd40fea6d6fd82db84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19373",
    "kind": "arxiv",
    "version": 1
  }
}