Pith Number

pith:7DSRXRC7

pith:2004:7DSRXRC73RHKDNOG3Y5ACSBLOJ

not attested not anchored not stored refs pending

A Note on the PAC Bayesian Theorem

Andreas Maurer

arxiv:cs/0411099 v1 · 2004-11-30 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7DSRXRC73RHKDNOG3Y5ACSBLOJ}

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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

6 papers in Pith

Sample Complexity and Decision-Theoretic Guarantees for Bayesian Model Averaging over Decision Trees with Catalan-Exponential Priors

PAC-Bayesian Certificates for Quadratic Closed-Loop Control

Federated Learning with Nonvacuous Generalisation Bounds

Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning

Pointwise Generalization in Deep Neural Networks

Receipt and verification

First computed	2026-07-04T14:24:49.530514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8e51bc45fdc4ea1b5c6de3a01482b72603270236a8bea72324983aa7f9e3cb8

Aliases

arxiv: cs/0411099 · arxiv_version: cs/0411099v1 · doi: 10.48550/arxiv.cs/0411099 · pith_short_12: 7DSRXRC73RHK · pith_short_16: 7DSRXRC73RHKDNOG · pith_short_8: 7DSRXRC7

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/7DSRXRC73RHKDNOG3Y5ACSBLOJ \
  | 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: f8e51bc45fdc4ea1b5c6de3a01482b72603270236a8bea72324983aa7f9e3cb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "473a045919e3f4ae9258f5963a5f2eb15a3510def167a2324ceb442496ff73d0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "",
    "primary_cat": "cs.LG",
    "submitted_at": "2004-11-30T08:36:59Z",
    "title_canon_sha256": "21061ad9cc3d6380ba088509482086e528c93ad1da212d32ab60151d0d192411"
  },
  "schema_version": "1.0",
  "source": {
    "id": "cs/0411099",
    "kind": "arxiv",
    "version": 1
  }
}