Pith Number

pith:BXCZ7TDM

pith:2025:BXCZ7TDM6YUWBQTQQARQYZLFZS

not attested not anchored not stored refs pending

Fast Bayesian Optimization of Function Networks with Partial Evaluations

Peter I. Frazier, Poompol Buathong

arxiv:2506.11456 v2 · 2025-06-13 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BXCZ7TDM6YUWBQTQQARQYZLFZS}

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.

Receipt and verification

First computed	2026-07-05T11:25:45.939139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dc59fcc6cf62960c27080230c6565cc8e8d9fc141f5ddc6fb69d71750e3c258

Aliases

arxiv: 2506.11456 · arxiv_version: 2506.11456v2 · doi: 10.48550/arxiv.2506.11456 · pith_short_12: BXCZ7TDM6YUW · pith_short_16: BXCZ7TDM6YUWBQTQ · pith_short_8: BXCZ7TDM

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/BXCZ7TDM6YUWBQTQQARQYZLFZS \
  | 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: 0dc59fcc6cf62960c27080230c6565cc8e8d9fc141f5ddc6fb69d71750e3c258

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c923406d798a0f2de4c39bbdb4402f4e36f9b513e08a3e87c8c77f06981766c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-06-13T04:20:36Z",
    "title_canon_sha256": "9b7cb7ff32888f18fe4bee81c49e110aa89e2f5e8b8de72989834da37968b17e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11456",
    "kind": "arxiv",
    "version": 2
  }
}