Pith Number

pith:QZDPGLLY

pith:2016:QZDPGLLYH7UVASHWMHONWT6W3Y

not attested not anchored not stored refs pending

Bayesian Optimization with Exponential Convergence

Kenji Kawaguchi, Leslie Pack Kaelbling, Tom\'as Lozano-P\'erez

arxiv:1604.01348 v1 · 2016-04-05 · 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{QZDPGLLYH7UVASHWMHONWT6W3Y}

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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

Bayesian Optimistic Optimisation with Exponentially Decaying Regret

Receipt and verification

First computed	2026-05-18T01:17:38.455640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8646f32d783fe95048f661dcdb4fd6de20eaef047640ddb973f2c56fb3020310

Aliases

arxiv: 1604.01348 · arxiv_version: 1604.01348v1 · doi: 10.48550/arxiv.1604.01348 · pith_short_12: QZDPGLLYH7UV · pith_short_16: QZDPGLLYH7UVASHW · pith_short_8: QZDPGLLY

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/QZDPGLLYH7UVASHWMHONWT6W3Y \
  | 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: 8646f32d783fe95048f661dcdb4fd6de20eaef047640ddb973f2c56fb3020310

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbd6f811bb7662a6e4cc0d4d38fca93e98468c62cb596aa045ba2225a081ef35",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-04-05T17:53:59Z",
    "title_canon_sha256": "2a2670bfc71298bb95fa6f68723753b2f7b4ecfe4784fdf987f0455c88617269"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1604.01348",
    "kind": "arxiv",
    "version": 1
  }
}