Pith Number

pith:F7TLSLOT

pith:2013:F7TLSLOT7CIWMYYXOO6WC3TR3L

not attested not anchored not stored refs pending

Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration

Alexandre Robicquet, David Buffoni, Emile Contal, Nicolas Vayatis

arxiv:1304.5350 v3 · 2013-04-19 · cs.LG · 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{F7TLSLOT7CIWMYYXOO6WC3TR3L}

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	2026-05-18T03:14:27.904949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fe6b92dd3f89166631773bd616e71dacfe57aa23dc5c922b4fb6b63aca965f1

Aliases

arxiv: 1304.5350 · arxiv_version: 1304.5350v3 · doi: 10.48550/arxiv.1304.5350 · pith_short_12: F7TLSLOT7CIW · pith_short_16: F7TLSLOT7CIWMYYX · pith_short_8: F7TLSLOT

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/F7TLSLOT7CIWMYYXOO6WC3TR3L \
  | 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: 2fe6b92dd3f89166631773bd616e71dacfe57aa23dc5c922b4fb6b63aca965f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccec8c068299bf9868c14cf895eb7fff14d4b95022ca88649e5aed04ad51d114",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2013-04-19T09:11:34Z",
    "title_canon_sha256": "101a242a06ab50b7ed3801ef49bff43851310217b9598774bbd9aeb46d74fd93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1304.5350",
    "kind": "arxiv",
    "version": 3
  }
}