Pith Number

pith:22ZFAPGX

pith:2024:22ZFAPGX2GFCXSC5SQR2I7AQIS

not attested not anchored not stored refs pending

A Versatile Influence Function for Data Attribution with Non-Decomposable Loss

Jiaqi W. Ma, Junwei Deng, Weijing Tang

arxiv:2412.01335 v1 · 2024-12-02 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{22ZFAPGX2GFCXSC5SQR2I7AQIS}

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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

Interaction-Aware Influence Functions for Group Attribution

Receipt and verification

First computed	2026-07-05T09:42:58.321723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6b2503cd7d18a2bc85d9423a47c1044beb565fe342f4524a97c76b5584e8e1c

Aliases

arxiv: 2412.01335 · arxiv_version: 2412.01335v1 · doi: 10.48550/arxiv.2412.01335 · pith_short_12: 22ZFAPGX2GFC · pith_short_16: 22ZFAPGX2GFCXSC5 · pith_short_8: 22ZFAPGX

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/22ZFAPGX2GFCXSC5SQR2I7AQIS \
  | 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: d6b2503cd7d18a2bc85d9423a47c1044beb565fe342f4524a97c76b5584e8e1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6a5249a34c31984adebca50a3d77b8853b3f271e7464ef710abc9bb29174e91",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-02T09:59:01Z",
    "title_canon_sha256": "4033db08c7a52c4290bcd477a6c2bd778647ffd253516f7763bf91093065eb06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01335",
    "kind": "arxiv",
    "version": 1
  }
}