Pith Number

pith:4XOUGNPP

pith:2011:4XOUGNPPWFUDAUIV3CXORQ5BPN

not attested not anchored not stored refs pending

PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits

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

arxiv:1110.6755 v2 · 2011-10-31 · 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{4XOUGNPPWFUDAUIV3CXORQ5BPN}

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	2026-05-18T04:03:42.770506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5dd4335efb168305115d8aee8c3a17b6ccdd86857b0e0f96b014d1eeb49b4d6

Aliases

arxiv: 1110.6755 · arxiv_version: 1110.6755v2 · doi: 10.48550/arxiv.1110.6755 · pith_short_12: 4XOUGNPPWFUD · pith_short_16: 4XOUGNPPWFUDAUIV · pith_short_8: 4XOUGNPP

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/4XOUGNPPWFUDAUIV3CXORQ5BPN \
  | 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: e5dd4335efb168305115d8aee8c3a17b6ccdd86857b0e0f96b014d1eeb49b4d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f67daab57fc87c805b405693ba217ae6b6bb20e9cdcfb237a64c7d4c03b53e8d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2011-10-31T11:36:49Z",
    "title_canon_sha256": "77ddb9dcb3dbd8e01430d1c7a01d7038f5e8aa643a383f70b2793212663f85e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1110.6755",
    "kind": "arxiv",
    "version": 2
  }
}