Pith Number

pith:ZQRDSVRV

pith:2024:ZQRDSVRVQH2ODAR3XL64BDDJDK

not attested not anchored not stored refs pending

Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration

Bernd Bischl, Conor J. Walsh, Eyke H\"ullermeier, Federico Croppi, Giuseppe Casalicchio, Julia Herbinger, Julian Rodemann, Philipp Arens, Thomas Augustin, Yusuf Sale

arxiv:2403.04629 v2 · 2024-03-07 · cs.LG · cs.AI · cs.HC · cs.RO · 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{ZQRDSVRVQH2ODAR3XL64BDDJDK}

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

Statistical Multicriteria Evaluation of LLM-Generated Text

Receipt and verification

First computed	2026-07-05T07:53:34.065423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc2239563581f4e1823bbafdc08c691abf4b3e29210729039978acb26bd90341

Aliases

arxiv: 2403.04629 · arxiv_version: 2403.04629v2 · doi: 10.48550/arxiv.2403.04629 · pith_short_12: ZQRDSVRVQH2O · pith_short_16: ZQRDSVRVQH2ODAR3 · pith_short_8: ZQRDSVRV

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/ZQRDSVRVQH2ODAR3XL64BDDJDK \
  | 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: cc2239563581f4e1823bbafdc08c691abf4b3e29210729039978acb26bd90341

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bce0d5196605d4f371a9d49f8c3403c7a3b9e52424be9ee923ca2eb37fe95047",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-07T16:13:32Z",
    "title_canon_sha256": "0a774c1b2d0e2909b43fa97e6cad77ec9215b08fd91a08426fd32353cc8a0c4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.04629",
    "kind": "arxiv",
    "version": 2
  }
}