Pith Number

pith:L7ORXCG7

pith:2024:L7ORXCG7FHICXJW57E4PINR4T2

not attested not anchored not stored refs pending

Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures

Amaury Habrard, Emilie Morvant, Paul Viallard, R\'emi Emonet, Valentina Zantedeschi

arxiv:2402.13285 v1 · 2024-02-19 · 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{L7ORXCG7FHICXJW57E4PINR4T2}

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	2026-07-05T07:47:29.903904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fdd1b88df29d02ba6ddf938f4363c9e8401b0083727a51a08e1bb60ebcd2a50

Aliases

arxiv: 2402.13285 · arxiv_version: 2402.13285v1 · doi: 10.48550/arxiv.2402.13285 · pith_short_12: L7ORXCG7FHIC · pith_short_16: L7ORXCG7FHICXJW5 · pith_short_8: L7ORXCG7

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/L7ORXCG7FHICXJW57E4PINR4T2 \
  | 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: 5fdd1b88df29d02ba6ddf938f4363c9e8401b0083727a51a08e1bb60ebcd2a50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f94325952d954da1c9857a416b84417d8f6666eb75b5707c579fee8a6e7ccdf3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-19T10:15:11Z",
    "title_canon_sha256": "fa8367073b4ac33d527a9c5e0cbfb3088a585e8c740532bae0849094a91eb21e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.13285",
    "kind": "arxiv",
    "version": 1
  }
}