Pith Number

pith:264S6HEM

pith:2024:264S6HEMOT7JWTI5T35QFRNPUQ

not attested not anchored not stored refs pending

Variational Entropy Search for Adjusting Expected Improvement

Nuojin Cheng, Stephen Becker

arxiv:2402.11345 v2 · 2024-02-17 · stat.ML · cs.LG · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{264S6HEMOT7JWTI5T35QFRNPUQ}

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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

Pareto-frontier Entropy Search with Variational Lower Bound Maximization

Receipt and verification

First computed	2026-07-05T10:27:07.694192Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7b92f1c8c74fe9b4d1d9efb02c5afa401b9361cd94bc30f42107d9c501a4b8e

Aliases

arxiv: 2402.11345 · arxiv_version: 2402.11345v2 · doi: 10.48550/arxiv.2402.11345 · pith_short_12: 264S6HEMOT7J · pith_short_16: 264S6HEMOT7JWTI5 · pith_short_8: 264S6HEM

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/264S6HEMOT7JWTI5T35QFRNPUQ \
  | 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: d7b92f1c8c74fe9b4d1d9efb02c5afa401b9361cd94bc30f42107d9c501a4b8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "492d249101e70096bda18ebdf4ebffce2c4755563bcae0f4c85db1294e196ecf",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-17T17:37:53Z",
    "title_canon_sha256": "81eb03a3b14284517ebb4ee21d5a1e7c83477d44c61b8fbff7f24b276a93752b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11345",
    "kind": "arxiv",
    "version": 2
  }
}