Pith Number

pith:PJ3IBUER

pith:2020:PJ3IBUERZGTQ66QUKJDCUCKBDL

not attested not anchored not stored refs pending

Explainability for fair machine learning

Christopher Frye, Ilya Feige, Tobias Schwedes, Tom Begley

arxiv:2010.07389 v1 · 2020-10-14 · cs.LG · cs.AI · 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{PJ3IBUERZGTQ66QUKJDCUCKBDL}

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

4 papers in Pith

MESD: A Risk-Sensitive Metric for Explanation Fairness Across Intersectional Subgroups

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	2026-07-05T01:43:06.710228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a7680d091c9a70f7a1452462a09411af19145eebb5d8bef2d2e0b9f53ef5f60

Aliases

arxiv: 2010.07389 · arxiv_version: 2010.07389v1 · doi: 10.48550/arxiv.2010.07389 · pith_short_12: PJ3IBUERZGTQ · pith_short_16: PJ3IBUERZGTQ66QU · pith_short_8: PJ3IBUER

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/PJ3IBUERZGTQ66QUKJDCUCKBDL \
  | 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: 7a7680d091c9a70f7a1452462a09411af19145eebb5d8bef2d2e0b9f53ef5f60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20507feb9e6320e9b6f8bb2f193fdfca0566be809cc7518fafb45e44a9566378",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-14T20:21:01Z",
    "title_canon_sha256": "897c3b998887a80b77d76349b1205f1c03b50cadd1a7b22ab7b574b420aaf937"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.07389",
    "kind": "arxiv",
    "version": 1
  }
}