Pith Number

pith:J2CJ2N26

pith:2023:J2CJ2N26F32WB2SEQCGQYWOYEZ

not attested not anchored not stored refs pending

Bayesian Optimization of Function Networks with Partial Evaluations

Jiayue Wan, Maximilian Balandat, Peter I. Frazier, Poompol Buathong, Raul Astudillo, Samuel Daulton

arxiv:2311.02146 v2 · 2023-11-03 · stat.ML · cs.LG · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J2CJ2N26F32WB2SEQCGQYWOYEZ}

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

NeuroPareto: Calibrated Acquisition for Costly Many-Goal Search in Vast Parameter Spaces

Receipt and verification

First computed	2026-07-05T08:31:44.053699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e849d375e2ef560ea44808d0c59d826533fb3004b30a555b78607056bc25267

Aliases

arxiv: 2311.02146 · arxiv_version: 2311.02146v2 · doi: 10.48550/arxiv.2311.02146 · pith_short_12: J2CJ2N26F32W · pith_short_16: J2CJ2N26F32WB2SE · pith_short_8: J2CJ2N26

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/J2CJ2N26F32WB2SEQCGQYWOYEZ \
  | 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: 4e849d375e2ef560ea44808d0c59d826533fb3004b30a555b78607056bc25267

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c7bb6122798a1445a2515ab849b0fadc80864443d58bc98b2be7dc3d4064b8d",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-11-03T17:55:08Z",
    "title_canon_sha256": "a1a14ea3ef82c464948adadcac53698980f37be012fd7dc1e93174bd5e59a46f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02146",
    "kind": "arxiv",
    "version": 2
  }
}