Pith Number

pith:FFUB46WP

pith:2014:FFUB46WPOWT4BSFM3ZHZKKDD42

not attested not anchored not stored refs pending

Bayesian Optimization with Unknown Constraints

Jasper Snoek, Michael A. Gelbart, Ryan P. Adams

arxiv:1403.5607 v1 · 2014-03-22 · 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{FFUB46WPOWT4BSFM3ZHZKKDD42}

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

2 papers in Pith

Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning

SLO-Guard: Crash-Aware, Budget-Consistent Autotuning for SLO-Constrained LLM Serving

Receipt and verification

First computed	2026-05-18T02:55:49.385869Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29681e7acf75a7c0c8acde4f952863e6b9c8dfecc14c3e9e433e3710014c5e48

Aliases

arxiv: 1403.5607 · arxiv_version: 1403.5607v1 · doi: 10.48550/arxiv.1403.5607 · pith_short_12: FFUB46WPOWT4 · pith_short_16: FFUB46WPOWT4BSFM · pith_short_8: FFUB46WP

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/FFUB46WPOWT4BSFM3ZHZKKDD42 \
  | 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: 29681e7acf75a7c0c8acde4f952863e6b9c8dfecc14c3e9e433e3710014c5e48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "057ea72914601302d9a9fa8ce9ca9f1aed2c85a5a1efa6e16baf68c6603f32fa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-03-22T03:35:00Z",
    "title_canon_sha256": "85f0e9ed23e3f5007a36553fe74959d58ca303a6f24fcf05c37b99766e5e4bf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1403.5607",
    "kind": "arxiv",
    "version": 1
  }
}