Pith Number

pith:PXFS2GGD

pith:2024:PXFS2GGDOLF7YTE2ZGZ4RCEHQY

not attested not anchored not stored refs pending

Distribution-Specific Auditing For Subgroup Fairness

Brendan Juba, Daniel Hsu, Jizhou Huang

arxiv:2401.16439 v2 · 2024-01-27 · cs.LG · cs.CC · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PXFS2GGDOLF7YTE2ZGZ4RCEHQY}

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

1 paper in Pith

Bias Detection via Maximum Subgroup Discrepancy

Receipt and verification

First computed	2026-07-05T07:50:55.134559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7dcb2d18c372cbfc4c9ac9b3c888878625c76fa1e37ba92cc414e58b80451d25

Aliases

arxiv: 2401.16439 · arxiv_version: 2401.16439v2 · doi: 10.48550/arxiv.2401.16439 · pith_short_12: PXFS2GGDOLF7 · pith_short_16: PXFS2GGDOLF7YTE2 · pith_short_8: PXFS2GGD

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/PXFS2GGDOLF7YTE2ZGZ4RCEHQY \
  | 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: 7dcb2d18c372cbfc4c9ac9b3c888878625c76fa1e37ba92cc414e58b80451d25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44708b87d7ce47d43b73e46f8bca13d6622cee70ed4ae7bd981934e2a8aa91b3",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-27T06:38:31Z",
    "title_canon_sha256": "e146fc7d5f1bb24b12f8e8726841e2b5f461076a579756ef4c5f67d40b9a9fef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.16439",
    "kind": "arxiv",
    "version": 2
  }
}