Pith Number

pith:K4QVSN5P

pith:2023:K4QVSN5P2AR5HOGF2GBQCHF4F7

not attested not anchored not stored refs pending

A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges

Lu Cheng, Usman Gohar

arxiv:2305.06969 v2 · 2023-05-11 · cs.LG · 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{K4QVSN5P2AR5HOGF2GBQCHF4F7}

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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

1 paper in Pith

Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI

Receipt and verification

First computed	2026-07-05T06:40:33.952816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57215937afd023d3b8c5d183011cbc2fdb07e532eaf67af0f743c93d4da489c1

Aliases

arxiv: 2305.06969 · arxiv_version: 2305.06969v2 · doi: 10.48550/arxiv.2305.06969 · pith_short_12: K4QVSN5P2AR5 · pith_short_16: K4QVSN5P2AR5HOGF · pith_short_8: K4QVSN5P

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/K4QVSN5P2AR5HOGF2GBQCHF4F7 \
  | 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: 57215937afd023d3b8c5d183011cbc2fdb07e532eaf67af0f743c93d4da489c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98ef7be964dbda2da75383899a1ba9b84b616b1f36b2e1272297e564e3f0b2ef",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-11T16:49:22Z",
    "title_canon_sha256": "99d4aec099baad1c918452e537e330a6839186657a53e9326e5700bf8e7d7329"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.06969",
    "kind": "arxiv",
    "version": 2
  }
}