Pith Number

pith:BJ5VIXH3

pith:2019:BJ5VIXH3CUN7UU4AAERCKVAZ7J

not attested not anchored not stored refs pending

Constrained Bayesian Optimization with Max-Value Entropy Search

Cedric Archambeau, Iaroslav Shcherbatyi, Matthias Seeger, Rodolphe Jenatton, Valerio Perrone

arxiv:1910.07003 v1 · 2019-10-15 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BJ5VIXH3CUN7UU4AAERCKVAZ7J}

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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

Constrained Bayesian Optimisation with Multiple Information Sources

Receipt and verification

First computed	2026-07-05T00:12:31.771189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a7b545cfb151bfa53800122255419fa7c7917b185dc7d8322468a99550aaf6b

Aliases

arxiv: 1910.07003 · arxiv_version: 1910.07003v1 · doi: 10.48550/arxiv.1910.07003 · pith_short_12: BJ5VIXH3CUN7 · pith_short_16: BJ5VIXH3CUN7UU4A · pith_short_8: BJ5VIXH3

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/BJ5VIXH3CUN7UU4AAERCKVAZ7J \
  | 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: 0a7b545cfb151bfa53800122255419fa7c7917b185dc7d8322468a99550aaf6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d65d2b4613085e6a72e41933ef819b1fa2edba63ea2075bab18c5d982b49a0b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-10-15T18:56:04Z",
    "title_canon_sha256": "e098e3ef4954a91cf33748646de701bdf9ae8919dd3974ee4e2d7749ac7c7781"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.07003",
    "kind": "arxiv",
    "version": 1
  }
}