Pith Number

pith:TTSQMJKI

pith:2022:TTSQMJKIYXCHTUQUKUO2R3FPKC

not attested not anchored not stored refs pending

A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis

Agustin Picard, Jean-Michel Loubes, Laurent Risser, Lucas Hervier

arxiv:2210.04491 v1 · 2022-10-10 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TTSQMJKIYXCHTUQUKUO2R3FPKC}

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.

Receipt and verification

First computed	2026-07-05T05:04:53.923088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ce5062548c5c479d214551da8ecaf509e8c615158ec4e051383dbc9eed85816

Aliases

arxiv: 2210.04491 · arxiv_version: 2210.04491v1 · doi: 10.48550/arxiv.2210.04491 · pith_short_12: TTSQMJKIYXCH · pith_short_16: TTSQMJKIYXCHTUQU · pith_short_8: TTSQMJKI

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/TTSQMJKIYXCHTUQUKUO2R3FPKC \
  | 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: 9ce5062548c5c479d214551da8ecaf509e8c615158ec4e051383dbc9eed85816

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cbf8c12f02970a7e0b5b3b8cc153d3a8ed7b99b5bf331437293a0605540f336",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-10T08:40:32Z",
    "title_canon_sha256": "a7b076e278b76bac0c455b2be23856eed65844725fdbcf8d4e1fece4021d034b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.04491",
    "kind": "arxiv",
    "version": 1
  }
}