Pith Number

pith:A3ELVCBM

pith:2019:A3ELVCBMHYW7VJQZMVZUTIB66E

not attested not anchored not stored refs pending

Distribution-Dependent Analysis of Gibbs-ERM Principle

Csaba Szepesv\'ari, Ilja Kuzborskij, Nicol\`o Cesa-Bianchi

arxiv:1902.01846 v1 · 2019-02-05 · 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{A3ELVCBMHYW7VJQZMVZUTIB66E}

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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

1 paper in Pith

Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Nets

Receipt and verification

First computed	2026-05-17T23:54:42.194637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06c8ba882c3e2dfaa619657349a03ef139502a995ab96e08eba5877bc274fa57

Aliases

arxiv: 1902.01846 · arxiv_version: 1902.01846v1 · doi: 10.48550/arxiv.1902.01846 · pith_short_12: A3ELVCBMHYW7 · pith_short_16: A3ELVCBMHYW7VJQZ · pith_short_8: A3ELVCBM

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/A3ELVCBMHYW7VJQZMVZUTIB66E \
  | 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: 06c8ba882c3e2dfaa619657349a03ef139502a995ab96e08eba5877bc274fa57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a83f435fff18a45e863add21d611a031117a1b50ce08693da9c6f75b1a25d506",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-05T18:31:23Z",
    "title_canon_sha256": "8a9fd44a5d1764c55fcef6837432138559369c3d52a70fb343e1bd0ceee04902"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.01846",
    "kind": "arxiv",
    "version": 1
  }
}