Pith Number

pith:IKPHHU3I

pith:2025:IKPHHU3IT2PTU52VI72IJVUMPG

not attested not anchored not stored refs pending

Overcoming Fairness Trade-offs via Pre-processing: A Causal Perspective

Charlotte Leininger, Ludwig Bothmann, Simon Rittel

arxiv:2501.14710 v1 · 2025-01-24 · stat.ML · 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{IKPHHU3IT2PTU52VI72IJVUMPG}

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

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Receipt and verification

First computed	2026-07-05T11:35:31.856297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

429e73d3689e9f3a775547f484d68c7998428761edb2d2f007bb0b36514b316f

Aliases

arxiv: 2501.14710 · arxiv_version: 2501.14710v1 · doi: 10.48550/arxiv.2501.14710 · pith_short_12: IKPHHU3IT2PT · pith_short_16: IKPHHU3IT2PTU52V · pith_short_8: IKPHHU3I

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/IKPHHU3IT2PTU52VI72IJVUMPG \
  | 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: 429e73d3689e9f3a775547f484d68c7998428761edb2d2f007bb0b36514b316f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "732d69b0563d76c5ae7e63f1a30496a49c2b82790bc7fa6dcd45487dc7a61cfd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-24T18:33:18Z",
    "title_canon_sha256": "2b7596f393198aacc0485fc166d2b4ac3a9f1c87560f581f33b698017b64b1d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14710",
    "kind": "arxiv",
    "version": 1
  }
}