Pith Number

pith:67DK5YQM

pith:2024:67DK5YQMGN2NIYZB4M5HLYAIOP

not attested not anchored not stored refs pending

Learning Recourse Costs from Pairwise Feature Comparisons

Himabindu Lakkaraju, Kaivalya Rawal

arxiv:2409.13940 v1 · 2024-09-20 · cs.LG · cs.AI · 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{67DK5YQMGN2NIYZB4M5HLYAIOP}

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

Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan

Receipt and verification

First computed	2026-07-05T09:10:09.103866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7c6aee20c3374d46321e33a75e00873e0d9907a7de7597a01cc15a5b22e5023

Aliases

arxiv: 2409.13940 · arxiv_version: 2409.13940v1 · doi: 10.48550/arxiv.2409.13940 · pith_short_12: 67DK5YQMGN2N · pith_short_16: 67DK5YQMGN2NIYZB · pith_short_8: 67DK5YQM

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/67DK5YQMGN2NIYZB4M5HLYAIOP \
  | 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: f7c6aee20c3374d46321e33a75e00873e0d9907a7de7597a01cc15a5b22e5023

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f34cf86b2ca8dab7408fd2a2ebddb2560cad7c649ced7dd596786c6eec18497",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-20T23:04:08Z",
    "title_canon_sha256": "a7808a38b847f2255d9dcf8dace009010a55f23cb3dcd99c78c12b85ed423514"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13940",
    "kind": "arxiv",
    "version": 1
  }
}