Pith Number

pith:6ZRR6PDV

pith:2020:6ZRR6PDVAPAMGDCWHNHU7YGIHG

not attested not anchored not stored refs pending

A Characteristic Function for Shapley-Value-Based Attribution of Anomaly Scores

Naoya Takeishi, Yoshinobu Kawahara

arxiv:2004.04464 v3 · 2020-04-09 · cs.LG · cs.AI · 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{6ZRR6PDVAPAMGDCWHNHU7YGIHG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Statistical Analysis of using the Shapley Value for Sensor Anomaly Localization with Accurate Classifiers

On Using the Shapley Value for Anomaly Localization: A Statistical Investigation

Receipt and verification

First computed	2026-07-05T06:33:15.489854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6631f3c7503c0c30c563b4f4fe0c83983e2b05afdded2fbb60258f1a686cdd3

Aliases

arxiv: 2004.04464 · arxiv_version: 2004.04464v3 · doi: 10.48550/arxiv.2004.04464 · pith_short_12: 6ZRR6PDVAPAM · pith_short_16: 6ZRR6PDVAPAMGDCW · pith_short_8: 6ZRR6PDV

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/6ZRR6PDVAPAMGDCWHNHU7YGIHG \
  | 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: f6631f3c7503c0c30c563b4f4fe0c83983e2b05afdded2fbb60258f1a686cdd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ed26edf7044077f685e4e3ba52e576ddf0904debfbdfe8fcdcb6c9ddd95a1cf",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-09T10:27:00Z",
    "title_canon_sha256": "2eb954eaf897667a4a7f98cf466895b90b336a3fed8e9aeedf50d0c1829d3962"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.04464",
    "kind": "arxiv",
    "version": 3
  }
}