Pith Number

pith:M4JUX4MB

pith:2013:M4JUX4MBHLLHPFHYXZV5Y434UZ

not attested not anchored not stored refs pending

A PAC-Bayesian Tutorial with A Dropout Bound

David McAllester

arxiv:1307.2118 v1 · 2013-07-08 · 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{M4JUX4MBHLLHPFHYXZV5Y434UZ}

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

4 papers in Pith

Is K-fold cross validation the best model selection method for Machine Learning?

Generalization Bounds for Quantum Learning via R\'enyi Divergences

On Unified and Sharpened CMI Bounds for Generalization Errors

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

Receipt and verification

First computed	2026-05-18T03:19:02.355385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67134bf1813ad67794f8be6bdc737ca64fd5cf1f9c26dd2d93c23244ce7a2b8b

Aliases

arxiv: 1307.2118 · arxiv_version: 1307.2118v1 · doi: 10.48550/arxiv.1307.2118 · pith_short_12: M4JUX4MBHLLH · pith_short_16: M4JUX4MBHLLHPFHY · pith_short_8: M4JUX4MB

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/M4JUX4MBHLLHPFHYXZV5Y434UZ \
  | 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: 67134bf1813ad67794f8be6bdc737ca64fd5cf1f9c26dd2d93c23244ce7a2b8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a946dd0432133fd2c688e70740badca7316e85a6304d8cbe7f05283198068388",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2013-07-08T15:03:03Z",
    "title_canon_sha256": "d22b30ae37dbf9d24b09915dd819a2c0c1b2c25be09e54ecb01f240088f4e31c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1307.2118",
    "kind": "arxiv",
    "version": 1
  }
}