Pith Number

pith:ZX5UK6T4

pith:2020:ZX5UK6T4CXALANSQSOFBFU5MIH

not attested not anchored not stored refs pending

A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set

Eustasio del Barrio, Jean-Michel Loubes, Laurent Risser, Paula Gordaliza, Philippe Besse

arxiv:2003.14263 v2 · 2020-03-31 · stat.ML · cs.CY · 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{ZX5UK6T4CXALANSQSOFBFU5MIH}

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

Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization

Receipt and verification

First computed	2026-07-05T00:52:53.631383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdfb457a7c15c0b03650938a12d3ac41ced8b76a0a2b9baf322b3e136aa72ba9

Aliases

arxiv: 2003.14263 · arxiv_version: 2003.14263v2 · doi: 10.48550/arxiv.2003.14263 · pith_short_12: ZX5UK6T4CXAL · pith_short_16: ZX5UK6T4CXALANSQ · pith_short_8: ZX5UK6T4

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/ZX5UK6T4CXALANSQSOFBFU5MIH \
  | 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: cdfb457a7c15c0b03650938a12d3ac41ced8b76a0a2b9baf322b3e136aa72ba9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd51fedc823ac99b45cffc101eb9ff0bddfcda1a590ba3965f16da0c0b310aba",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-03-31T14:48:36Z",
    "title_canon_sha256": "b8cb2ece3e1256f48eaa8a9e6798818608d94a40ed3430eb5d331b94c9153946"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.14263",
    "kind": "arxiv",
    "version": 2
  }
}