Pith Number

pith:XIREOBBA

pith:2024:XIREOBBAPK3ZFCGTH6YYPEUEJO

not attested not anchored not stored refs pending

Class-wise Generalization Error: an Information-Theoretic Analysis

Firas Laakom, Moncef Gabbouj, Yuheng Bu

arxiv:2401.02904 v1 · 2024-01-05 · 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{XIREOBBAPK3ZFCGTH6YYPEUEJO}

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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

An Information-Theoretic Analysis of OOD Generalization in Meta-Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:30:39.930814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba224704207ab79288d33fb18792844b88793878497b7dc55a99fef47afef0ca

Aliases

arxiv: 2401.02904 · arxiv_version: 2401.02904v1 · doi: 10.48550/arxiv.2401.02904 · pith_short_12: XIREOBBAPK3Z · pith_short_16: XIREOBBAPK3ZFCGT · pith_short_8: XIREOBBA

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/XIREOBBAPK3ZFCGTH6YYPEUEJO \
  | 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: ba224704207ab79288d33fb18792844b88793878497b7dc55a99fef47afef0ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "658b238c04efca5da0206fc590be348c4af2af12cd9a67cc5c5c450c79914bb0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-05T17:05:14Z",
    "title_canon_sha256": "71dacd58f3e845d4f5624fd246009e985fb09ee3256a5f76130ba4049c7dd8f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02904",
    "kind": "arxiv",
    "version": 1
  }
}