Pith Number

pith:CVAWS2CN

pith:2022:CVAWS2CN45OKAHJEPSD5MSTF7H

not attested not anchored not stored refs pending

Fair Machine Learning in Healthcare: A Review

Mengnan Du, Na Zou, Qizhang Feng, Xia Hu

arxiv:2206.14397 v3 · 2022-06-29 · cs.LG · cs.AI · 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{CVAWS2CN45OKAHJEPSD5MSTF7H}

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

Maximizing Predictive Performance for Small Subgroups: Functionally Adaptive Interaction Regularization (FAIR)

Receipt and verification

First computed	2026-07-05T07:39:56.139752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

154169684de75ca01d247c87d64a65f9e8e2e94338e143e7e3a94a7c16bf4ed1

Aliases

arxiv: 2206.14397 · arxiv_version: 2206.14397v3 · doi: 10.48550/arxiv.2206.14397 · pith_short_12: CVAWS2CN45OK · pith_short_16: CVAWS2CN45OKAHJE · pith_short_8: CVAWS2CN

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/CVAWS2CN45OKAHJEPSD5MSTF7H \
  | 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: 154169684de75ca01d247c87d64a65f9e8e2e94338e143e7e3a94a7c16bf4ed1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01ef9c38cd7972bb11a0b1a4bf1a9cdf682bf4100c453a7f32ed4d308e49e709",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-29T04:32:10Z",
    "title_canon_sha256": "7a5c79571803f1e8950ee90eaa03731271429d4b89a7f26f1a4ce254b36c6396"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.14397",
    "kind": "arxiv",
    "version": 3
  }
}