Pith Number

pith:KXII6DFQ

pith:2026:KXII6DFQJMR74WY4DBDA6ZUV27

not attested not anchored not stored refs pending

On Regret Bounds of Thompson Sampling for Bayesian Optimization

Shion Takeno, Shogo Iwazaki

arxiv:2603.09276 v2 · 2026-03-10 · 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{KXII6DFQJMR74WY4DBDA6ZUV27}

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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

2 papers in Pith

Nearly-Optimal Algorithm for Adversarial Kernelized Bandits

Receipt and verification

First computed	2026-06-11T01:09:32.620552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55d08f0cb04b23fe5b1c18460f6695d7eb15f5106b7aabfc532d1f9f00124da9

Aliases

arxiv: 2603.09276 · arxiv_version: 2603.09276v2 · doi: 10.48550/arxiv.2603.09276 · pith_short_12: KXII6DFQJMR7 · pith_short_16: KXII6DFQJMR74WY4 · pith_short_8: KXII6DFQ

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/KXII6DFQJMR74WY4DBDA6ZUV27 \
  | 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: 55d08f0cb04b23fe5b1c18460f6695d7eb15f5106b7aabfc532d1f9f00124da9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a040cf5af1565b3cdffc14a67a04f0f7f40ea9247c7ce8faf40f5d53c7d09759",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-03-10T07:02:20Z",
    "title_canon_sha256": "4393967a6b88f56d20674edb8eea6fa76960c5420b610a03906aff5815b22977"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.09276",
    "kind": "arxiv",
    "version": 2
  }
}