Pith Number

pith:S5R45UAE

pith:2012:S5R45UAE6PMFGKTTV2OCJZ42OU

not attested not anchored not stored refs pending

Further Optimal Regret Bounds for Thompson Sampling

Navin Goyal, Shipra Agrawal

arxiv:1209.3353 v1 · 2012-09-15 · cs.LG · cs.DS · 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{S5R45UAE6PMFGKTTV2OCJZ42OU}

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	2026-05-18T03:45:31.132599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9763ced004f3d8532a73ae9c24e79a7522e1332b477007fd51d1c6263756f80b

Aliases

arxiv: 1209.3353 · arxiv_version: 1209.3353v1 · doi: 10.48550/arxiv.1209.3353 · pith_short_12: S5R45UAE6PMF · pith_short_16: S5R45UAE6PMFGKTT · pith_short_8: S5R45UAE

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/S5R45UAE6PMFGKTTV2OCJZ42OU \
  | 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: 9763ced004f3d8532a73ae9c24e79a7522e1332b477007fd51d1c6263756f80b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9b9ff76b733a35b2ae3c1a25808e05313b6232ea5b38d8c84000a861f6bf4da",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-09-15T03:41:18Z",
    "title_canon_sha256": "f94e11a827658120e69754ead996762edb26a1e4afd1bd8e8a251e6d70c2c262"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1209.3353",
    "kind": "arxiv",
    "version": 1
  }
}