Pith Number

pith:NQULEXXH

pith:2024:NQULEXXH2TS36NT6UAIONGNZ2M

not attested not anchored not stored refs pending

Counterfactual Fairness Is Not Demographic Parity, and Other Observations

Ricardo Silva

arxiv:2402.02663 v1 · 2024-02-05 · cs.LG · cs.CY · 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{NQULEXXH2TS36NT6UAIONGNZ2M}

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

Counterfactually Fair Regression via Optimal Transport

Receipt and verification

First computed	2026-07-05T07:41:49.507826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c28b25ee7d4e5bf367ea010e699b9d323bbc849f3dae54e1f8cfa7695525a65

Aliases

arxiv: 2402.02663 · arxiv_version: 2402.02663v1 · doi: 10.48550/arxiv.2402.02663 · pith_short_12: NQULEXXH2TS3 · pith_short_16: NQULEXXH2TS36NT6 · pith_short_8: NQULEXXH

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/NQULEXXH2TS36NT6UAIONGNZ2M \
  | 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: 6c28b25ee7d4e5bf367ea010e699b9d323bbc849f3dae54e1f8cfa7695525a65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0064b853b53056da852412d1ec5f85ad7576a6d548911f018857a8ef3b4f538",
    "cross_cats_sorted": [
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-05T01:20:59Z",
    "title_canon_sha256": "2258095960fc4fe07c65b72e365038586713996c1b933e70152fbc9d08eeb438"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02663",
    "kind": "arxiv",
    "version": 1
  }
}