Pith Number

pith:BKYUVJ5K

pith:2011:BKYUVJ5KAOVURSZNHC2JJKLQKG

not attested not anchored not stored refs pending

PAC-Bayesian Analysis of Martingales and Multiarmed Bandits

Fran\c{c}ois Laviolette, Jan Peters, John Shawe-Taylor, Peter Auer, Yevgeny Seldin

arxiv:1105.2416 v2 · 2011-05-12 · 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{BKYUVJ5KAOVURSZNHC2JJKLQKG}

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.

Cited by

1 paper in Pith

Federated Learning with Nonvacuous Generalisation Bounds

Receipt and verification

First computed	2026-05-18T04:21:51.434303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ab14aa7aa03ab48cb2d38b494a970518680f720158cc8bf3b9d87b38dee5c41

Aliases

arxiv: 1105.2416 · arxiv_version: 1105.2416v2 · doi: 10.48550/arxiv.1105.2416 · pith_short_12: BKYUVJ5KAOVU · pith_short_16: BKYUVJ5KAOVURSZN · pith_short_8: BKYUVJ5K

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/BKYUVJ5KAOVURSZNHC2JJKLQKG \
  | 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: 0ab14aa7aa03ab48cb2d38b494a970518680f720158cc8bf3b9d87b38dee5c41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbdfea3c525cd80e530dfbb190c21ee0fbd1563b7525c2dd919e1239dee48135",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2011-05-12T10:40:19Z",
    "title_canon_sha256": "9bef065f34e164d39630d333d98175fbb917334abd7bb27830e7e04e3d1c2176"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1105.2416",
    "kind": "arxiv",
    "version": 2
  }
}