Pith Number

pith:32EPSIB7

pith:2013:32EPSIB7YJNRUMTBRN2FV355UI

not attested not anchored not stored refs pending

Thompson Sampling for Complex Bandit Problems

Aditya Gopalan, Shie Mannor, Yishay Mansour

arxiv:1311.0466 v1 · 2013-11-03 · 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{32EPSIB7YJNRUMTBRN2FV355UI}

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	2026-05-18T03:08:05.862661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de88f9203fc25b1a32618b745aefbda2083c7fb91f40da4e2b722b9b87dd87b7

Aliases

arxiv: 1311.0466 · arxiv_version: 1311.0466v1 · doi: 10.48550/arxiv.1311.0466 · pith_short_12: 32EPSIB7YJNR · pith_short_16: 32EPSIB7YJNRUMTB · pith_short_8: 32EPSIB7

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/32EPSIB7YJNRUMTBRN2FV355UI \
  | 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: de88f9203fc25b1a32618b745aefbda2083c7fb91f40da4e2b722b9b87dd87b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f7e91c84b821b1c9c154c8f4b090094a41bbc11d4ffdb8e65409edb0db1c5b7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2013-11-03T13:51:55Z",
    "title_canon_sha256": "532829dcba137dece484e427562e3ae3debb4af6fce37c75a8c028e9ac33b2b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1311.0466",
    "kind": "arxiv",
    "version": 1
  }
}