Pith Number

pith:N7OSHYRE

pith:2025:N7OSHYRECSILTKAADJHO4ZHCKA

not attested not anchored not stored refs pending

Rescaled Influence Functions: Accurate Data Attribution in High Dimension

Ittai Rubinstein, Samuel B. Hopkins

arxiv:2506.06656 v2 · 2025-06-07 · 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{N7OSHYRECSILTKAADJHO4ZHCKA}

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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

2 papers in Pith

On the Accuracy of Newton Step and Influence Function Data Attributions

On the Fragility of Data Attribution When Learning Is Distributed

Receipt and verification

First computed	2026-07-05T12:08:03.863143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fdd23e2241490b9a8001a4eee64e2501a12ae8e160cf54a25bfc24f4655febf

Aliases

arxiv: 2506.06656 · arxiv_version: 2506.06656v2 · doi: 10.48550/arxiv.2506.06656 · pith_short_12: N7OSHYRECSIL · pith_short_16: N7OSHYRECSILTKAA · pith_short_8: N7OSHYRE

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/N7OSHYRECSILTKAADJHO4ZHCKA \
  | 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: 6fdd23e2241490b9a8001a4eee64e2501a12ae8e160cf54a25bfc24f4655febf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1199ed2984d8830803bb3f23a8aaac6e3d3aad2415ef6e1e3cb4f80358eb12a3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-07T04:19:21Z",
    "title_canon_sha256": "bdd8050d6404797a46a7e70b1351c66e34b1e0cb2bece910fef63ddbbe9855a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06656",
    "kind": "arxiv",
    "version": 2
  }
}