Pith Number

pith:3KTYFWKA

pith:2023:3KTYFWKAU2ROLSQSB237UJ7SXO

not attested not anchored not stored refs pending

fairret: a Framework for Differentiable Fairness Regularization Terms

Maarten Buyl, MaryBeth Defrance, Tijl De Bie

arxiv:2310.17256 v2 · 2023-10-26 · 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{3KTYFWKAU2ROLSQSB237UJ7SXO}

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

3 papers in Pith

Stochastic Penalty-Barrier Methods for Constrained Machine Learning

Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions

Fairness of Explanations in Artificial Intelligence (AI): A Unifying Framework, Axioms, and Future Direction toward Responsible AI

Receipt and verification

First computed	2026-07-05T08:06:25.850550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daa782d940a6a2e5ca120eb7fa27f2bb8454fe102cd503d1c22aae0e88f2f9c3

Aliases

arxiv: 2310.17256 · arxiv_version: 2310.17256v2 · doi: 10.48550/arxiv.2310.17256 · pith_short_12: 3KTYFWKAU2RO · pith_short_16: 3KTYFWKAU2ROLSQS · pith_short_8: 3KTYFWKA

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/3KTYFWKAU2ROLSQSB237UJ7SXO \
  | 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: daa782d940a6a2e5ca120eb7fa27f2bb8454fe102cd503d1c22aae0e88f2f9c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05cb0d2a5dc528722ef8a8d326a0e31b365649b928559a3d793208be6b250298",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-26T09:13:15Z",
    "title_canon_sha256": "95b7b5b6aacd929436b34a003e11890cc26027fc0d29ba268695f72377ff04c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17256",
    "kind": "arxiv",
    "version": 2
  }
}