Pith Number

pith:WLCKRBUD

pith:2011:WLCKRBUDHUBJXJAQAATW2YS2BK

not attested not anchored not stored refs pending

PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off

Fran\c{c}ois Laviolette, Jan Peters, John Shawe-Taylor, Nicol\`o Cesa-Bianchi, Peter Auer, Yevgeny Seldin

arxiv:1105.4585 v1 · 2011-05-23 · 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{WLCKRBUDHUBJXJAQAATW2YS2BK}

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	2026-05-18T02:21:50.061153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2c4a886833d029ba41000276d625a0aad4b4f86c3856d7501ed8f8a6894cce7

Aliases

arxiv: 1105.4585 · arxiv_version: 1105.4585v1 · doi: 10.48550/arxiv.1105.4585 · pith_short_12: WLCKRBUDHUBJ · pith_short_16: WLCKRBUDHUBJXJAQ · pith_short_8: WLCKRBUD

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/WLCKRBUDHUBJXJAQAATW2YS2BK \
  | 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: b2c4a886833d029ba41000276d625a0aad4b4f86c3856d7501ed8f8a6894cce7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2275b6ac6c6c4c9807bd205200e60bb5ea4790c9925faf5c1e5b7eb61c63cf25",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2011-05-23T19:10:03Z",
    "title_canon_sha256": "80d2c460d4c07de9fb99e7a2004884369e322da0dd2ba8bb3627049187c34f29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1105.4585",
    "kind": "arxiv",
    "version": 1
  }
}