Pith Number

pith:Z3FGY6C4

pith:2017:Z3FGY6C4MIJAGSCCRALBRYBEN5

not attested not anchored not stored refs pending

Understanding Black-box Predictions via Influence Functions

Pang Wei Koh, Percy Liang

arxiv:1703.04730 v3 · 2017-03-14 · stat.ML · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z3FGY6C4MIJAGSCCRALBRYBEN5}

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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

10 papers in Pith

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PRISM: Preference-Aware Influence Function Based Data Selection Method for Efficient Fine-Tuning

RLVR Datasets and Where to Find Them: Tracing Data Lineage for Better Training Data

idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

Receipt and verification

First computed	2026-07-05T02:02:48.582187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ceca6c785c6212034842881618e0246f77b47b74e30b5f0a8f98ea0e2651bcda

Aliases

arxiv: 1703.04730 · arxiv_version: 1703.04730v3 · doi: 10.48550/arxiv.1703.04730 · pith_short_12: Z3FGY6C4MIJA · pith_short_16: Z3FGY6C4MIJAGSCC · pith_short_8: Z3FGY6C4

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/Z3FGY6C4MIJAGSCCRALBRYBEN5 \
  | 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: ceca6c785c6212034842881618e0246f77b47b74e30b5f0a8f98ea0e2651bcda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "012ecbe800d021179405589d66fbacfd57fdc1ac17ac8b13b307983fb6bf4c68",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-03-14T21:07:01Z",
    "title_canon_sha256": "447236ef78c42d76f63bc3df91f6786059e6a26a84e67c0195230f73e7596eb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.04730",
    "kind": "arxiv",
    "version": 3
  }
}