Pith Number

pith:YUS7A7JF

pith:2022:YUS7A7JFZK2N3UEQZWFO3DNPET

not attested not anchored not stored refs pending

FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee

James Zou, Linjun Zhang, Puheng Li

arxiv:2211.15072 v5 · 2022-11-28 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YUS7A7JFZK2N3UEQZWFO3DNPET}

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

Fairness-aware Bayes optimal functional classification

Receipt and verification

First computed	2026-07-05T10:29:11.782719Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c525f07d25cab4ddd090cd8aed8daf24e333488dfc62574c670dd9ac249f35d4

Aliases

arxiv: 2211.15072 · arxiv_version: 2211.15072v5 · doi: 10.48550/arxiv.2211.15072 · pith_short_12: YUS7A7JFZK2N · pith_short_16: YUS7A7JFZK2N3UEQ · pith_short_8: YUS7A7JF

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/YUS7A7JFZK2N3UEQZWFO3DNPET \
  | 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: c525f07d25cab4ddd090cd8aed8daf24e333488dfc62574c670dd9ac249f35d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f00b5d2ae851db967786f9d5f08c1b684f8471dd2c2709f1fc3a9e9ef06449d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-11-28T05:16:20Z",
    "title_canon_sha256": "ade133a05b53e2dc8932bf2e7c295d122e860e2d0d7e812f019023a43433c6c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15072",
    "kind": "arxiv",
    "version": 5
  }
}