Pith Number

pith:SKXUVKPW

pith:2025:SKXUVKPW4CNSE4SYFPOFFBKBC2

not attested not anchored not stored refs pending

Deconfounded Warm-Start Thompson Sampling with Applications to Precision Medicine

Esmaeil Keyvanshokooh, Junyu Cao, Prateek Jaiswal

arxiv:2505.17283 v1 · 2025-05-22 · stat.ML · cs.LG · math.OC · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SKXUVKPW4CNSE4SYFPOFFBKBC2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T11:08:23.890164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92af4aa9f6e09b2272582bdc52854116990668a11a714d08f9af640a65ec9010

Aliases

arxiv: 2505.17283 · arxiv_version: 2505.17283v1 · doi: 10.48550/arxiv.2505.17283 · pith_short_12: SKXUVKPW4CNS · pith_short_16: SKXUVKPW4CNSE4SY · pith_short_8: SKXUVKPW

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/SKXUVKPW4CNSE4SYFPOFFBKBC2 \
  | 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: 92af4aa9f6e09b2272582bdc52854116990668a11a714d08f9af640a65ec9010

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0b5b37a22cdacbbeb88e462d528ac03fc095238871b406d7a40a638d9f3380d",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-22T21:00:19Z",
    "title_canon_sha256": "5da51a8f1f5853edb1433601a0151e6c7cc7e4ab1e43f5a72f38df2e7a3592fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17283",
    "kind": "arxiv",
    "version": 1
  }
}