Pith Number

pith:OJ5IZ6YY

pith:2012:OJ5IZ6YYEGHJ2LCTQTU64DGUJD

not attested not anchored not stored refs pending

Bayesian Optimal Active Search and Surveying

Jeff Schneider (Carnegie Mellon University), Richard Mann (Uppsala Universitet), Roman Garnett (Carnegie Mellon University), Xuehan Xiong (Carnegie Mellon University), Yamuna Krishnamurthy (Carnegie Mellon University)

arxiv:1206.6406 v1 · 2012-06-27 · 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{OJ5IZ6YYEGHJ2LCTQTU64DGUJD}

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

Target-Aware Bandit Allocation for Scalable Surrogate Optimization in Chemical Space

Receipt and verification

First computed	2026-05-18T00:59:35.751595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

727a8cfb18218e9d2c5384e9ee0cd448d034d5f8b390728ed43a4db16e7083eb

Aliases

arxiv: 1206.6406 · arxiv_version: 1206.6406v1 · doi: 10.48550/arxiv.1206.6406 · pith_short_12: OJ5IZ6YYEGHJ · pith_short_16: OJ5IZ6YYEGHJ2LCT · pith_short_8: OJ5IZ6YY

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/OJ5IZ6YYEGHJ2LCTQTU64DGUJD \
  | 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: 727a8cfb18218e9d2c5384e9ee0cd448d034d5f8b390728ed43a4db16e7083eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e28fbc14802a6b6d612ffb650625fae7007c0d8d358a72a2f8a21e53ea4b8a72",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-06-27T19:59:59Z",
    "title_canon_sha256": "bfa11ef3ae68e87daa785bc9815654a61da078473e709f2f7bf1e09a15e0aa7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.6406",
    "kind": "arxiv",
    "version": 1
  }
}