Pith Number

pith:GIM3LFEJ

pith:2014:GIM3LFEJLGJIPSVMDS3FWRANEV

not attested not anchored not stored refs pending

Predictive Entropy Search for Efficient Global Optimization of Black-box Functions

Jos\'e Miguel Hern\'andez-Lobato, Matthew W. Hoffman, Zoubin Ghahramani

arxiv:1406.2541 v1 · 2014-06-10 · 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{GIM3LFEJLGJIPSVMDS3FWRANEV}

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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

Learning myopic mixed-integer nonlinear model predictive control from expert demonstrations

Receipt and verification

First computed	2026-05-18T02:50:01.475964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3219b59489599287caac1cb65b440d257e8225963b810b80998566d9c30c7f10

Aliases

arxiv: 1406.2541 · arxiv_version: 1406.2541v1 · doi: 10.48550/arxiv.1406.2541 · pith_short_12: GIM3LFEJLGJI · pith_short_16: GIM3LFEJLGJIPSVM · pith_short_8: GIM3LFEJ

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/GIM3LFEJLGJIPSVMDS3FWRANEV \
  | 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: 3219b59489599287caac1cb65b440d257e8225963b810b80998566d9c30c7f10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1388416df62e0654d8bac527891253fc88c6c7eb853380172a49982612e9e417",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-06-10T13:29:09Z",
    "title_canon_sha256": "ae23e7e7ca1b34691a36de8e4db69f2a59916354188d44b29936f184239e168a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1406.2541",
    "kind": "arxiv",
    "version": 1
  }
}