Pith Number

pith:4HHES3BZ

pith:2020:4HHES3BZ36E2QRZTDGJ2KGPRVD

not attested not anchored not stored refs pending

A survey of algorithmic recourse: definitions, formulations, solutions, and prospects

Amir-Hossein Karimi, Bernhard Sch\"olkopf, Gilles Barthe, Isabel Valera

arxiv:2010.04050 v2 · 2020-10-08 · 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{4HHES3BZ36E2QRZTDGJ2KGPRVD}

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

GLANCE: Global Actions in a Nutshell for Counterfactual Explainability

Receipt and verification

First computed	2026-07-05T02:18:56.323407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1ce496c39df89a847331993a519f1a8d1f854ee9ee3cc3b2c3505c31585a3f1

Aliases

arxiv: 2010.04050 · arxiv_version: 2010.04050v2 · doi: 10.48550/arxiv.2010.04050 · pith_short_12: 4HHES3BZ36E2 · pith_short_16: 4HHES3BZ36E2QRZT · pith_short_8: 4HHES3BZ

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/4HHES3BZ36E2QRZTDGJ2KGPRVD \
  | 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: e1ce496c39df89a847331993a519f1a8d1f854ee9ee3cc3b2c3505c31585a3f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f631a5be92e37b90e74324d32f2d7d4786b9b27e3663363223450f27b83699e",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-08T15:15:34Z",
    "title_canon_sha256": "e0c65377565a031c315e47f74d4d4b29e91a0820ed9e7b6742fa0da8c309a73e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.04050",
    "kind": "arxiv",
    "version": 2
  }
}