Pith Number

pith:FMTORJFU

pith:2025:FMTORJFULASAOJEMAHWRQYDVCM

not attested not anchored not stored refs pending

Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone

Emmanuel Malherbe, Giovanni Palma, Jean-Michel Loubes, Laurent Risser, Veronika Shilova

arxiv:2507.11247 v1 · 2025-07-15 · cs.CV · 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{FMTORJFULASAOJEMAHWRQYDVCM}

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

Discovering Geometric Biases in 3D Face Reconstruction: A Curvature-Aware Spectral Framework for Fairness Evaluation

Receipt and verification

First computed	2026-07-05T11:37:35.595200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b26e8a4b4582407248c01ed186075131fee8b4a0b6b2e4dbaa3bc8ea0955c31

Aliases

arxiv: 2507.11247 · arxiv_version: 2507.11247v1 · doi: 10.48550/arxiv.2507.11247 · pith_short_12: FMTORJFULASA · pith_short_16: FMTORJFULASAOJEM · pith_short_8: FMTORJFU

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/FMTORJFULASAOJEMAHWRQYDVCM \
  | 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: 2b26e8a4b4582407248c01ed186075131fee8b4a0b6b2e4dbaa3bc8ea0955c31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f5995291c1d53446b26bd6a47bdaf19250cad3716b4e4477f1a0684551f62ab",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-15T12:21:52Z",
    "title_canon_sha256": "daa92abaea810b4b9e642ac152434b4418ab1ac3420e428bdd280af0fd198d60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11247",
    "kind": "arxiv",
    "version": 1
  }
}