Pith Number

pith:52WYXH6M

pith:2024:52WYXH6M7OU66EJI3ZYYWSMRE4

not attested not anchored not stored refs pending

Generalization Error of Graph Neural Networks in the Mean-field Regime

Gesine Reinert, Gholamali Aminian, {\L}ukasz Szpruch, Samuel N. Cohen, Yixuan He

arxiv:2402.07025 v3 · 2024-02-10 · stat.ML · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{52WYXH6M7OU66EJI3ZYYWSMRE4}

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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

Memorization in Graph Neural Networks

Receipt and verification

First computed	2026-07-05T08:38:36.340419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eead8b9fccfba9ef1128de718b4991270aa08928a7ee3d8d8acd494b9cee35f1

Aliases

arxiv: 2402.07025 · arxiv_version: 2402.07025v3 · doi: 10.48550/arxiv.2402.07025 · pith_short_12: 52WYXH6M7OU6 · pith_short_16: 52WYXH6M7OU66EJI · pith_short_8: 52WYXH6M

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/52WYXH6M7OU66EJI3ZYYWSMRE4 \
  | 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: eead8b9fccfba9ef1128de718b4991270aa08928a7ee3d8d8acd494b9cee35f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "553b5bfcb376e90346b47c37eb61a9ddc0ba86a94659eb96491294b53a6d4937",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-10T19:12:31Z",
    "title_canon_sha256": "6e0197924f902a96cb122a2156196c4c45ebbc8e4d2948b85e479ddd7ced3b9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07025",
    "kind": "arxiv",
    "version": 3
  }
}