Pith Number

pith:QVZ3LUI6

pith:2023:QVZ3LUI6P7POUZWDXQCN72OL3T

not attested not anchored not stored refs pending

On the Suboptimality of GP-UCB under Polynomial Effective Optimism

Wenjia Wang, Xiaowei Zhang

arxiv:2312.01386 v2 · 2023-12-03 · 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{QVZ3LUI6P7POUZWDXQCN72OL3T}

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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 Optimization by Kernel Regression and Density-based Exploration

Receipt and verification

First computed	2026-05-21T01:05:01.802138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8573b5d11e7fdeea66c3bc04dfe9cbdcc28a9044ffd32b5e69e9f457b4d90979

Aliases

arxiv: 2312.01386 · arxiv_version: 2312.01386v2 · doi: 10.48550/arxiv.2312.01386 · pith_short_12: QVZ3LUI6P7PO · pith_short_16: QVZ3LUI6P7POUZWD · pith_short_8: QVZ3LUI6

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/QVZ3LUI6P7POUZWDXQCN72OL3T \
  | 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: 8573b5d11e7fdeea66c3bc04dfe9cbdcc28a9044ffd32b5e69e9f457b4d90979

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a8f7dc1a60320b19e9deb36ddec96699470f010491db64bd5904cccc12275e3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-03T13:20:08Z",
    "title_canon_sha256": "910439096ba9cf0934607a8524974a0c66783bbb95c8fea77c2787d34b9b862b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01386",
    "kind": "arxiv",
    "version": 2
  }
}