Pith Number

pith:JOXG7JTU

pith:2015:JOXG7JTU6FDUNSFE4B3WKBHMMO

not attested not anchored not stored refs pending

Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm

Alexandre Lacasse, Fran\c{c}ois Laviolette, Jean-Francis Roy, Mario Marchand, Pascal Germain

arxiv:1503.08329 v2 · 2015-03-28 · 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{JOXG7JTU6FDUNSFE4B3WKBHMMO}

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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

2 papers in Pith

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

Concentration and Calibration in Predictive Bayesian Inference

Receipt and verification

First computed	2026-05-18T01:36:10.830541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bae6fa674f14746c8a4e0776504ec63b164caa373af7fece240953fb1103a0f

Aliases

arxiv: 1503.08329 · arxiv_version: 1503.08329v2 · doi: 10.48550/arxiv.1503.08329 · pith_short_12: JOXG7JTU6FDU · pith_short_16: JOXG7JTU6FDUNSFE · pith_short_8: JOXG7JTU

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/JOXG7JTU6FDUNSFE4B3WKBHMMO \
  | 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: 4bae6fa674f14746c8a4e0776504ec63b164caa373af7fece240953fb1103a0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a989d0d1b76f64f25d83f8645eda35ff554234f2f82cc15d3d13bb9cd0fbfabc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-03-28T17:19:49Z",
    "title_canon_sha256": "ac34415a3158b5cafea0ac289528476772fcf3c3ebe42251118bfa83af0daf63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1503.08329",
    "kind": "arxiv",
    "version": 2
  }
}