Pith Number

pith:UIHQDMSX

pith:2022:UIHQDMSXY56TEQIUAPJ2CME3X2

not attested not anchored not stored refs pending

Gaussian Universality of Perceptrons with Random Labels

Bruno Loureiro, Federica Gerace, Florent Krzakala, Lenka Zdeborov\'a, Ludovic Stephan

arxiv:2205.13303 v2 · 2022-05-26 · stat.ML · cond-mat.dis-nn · cs.LG · math.PR · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UIHQDMSXY56TEQIUAPJ2CME3X2}

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.

Cited by

1 paper in Pith

Characterization of Gaussian Universality Breakdown in High-Dimensional Empirical Risk Minimization

Receipt and verification

First computed	2026-07-05T08:45:44.969965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a20f01b257c77d32411403d3a1309bbe8d9bc9546c0e9fa432bb9aa1bcf257bc

Aliases

arxiv: 2205.13303 · arxiv_version: 2205.13303v2 · doi: 10.48550/arxiv.2205.13303 · pith_short_12: UIHQDMSXY56T · pith_short_16: UIHQDMSXY56TEQIU · pith_short_8: UIHQDMSX

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/UIHQDMSXY56TEQIUAPJ2CME3X2 \
  | 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: a20f01b257c77d32411403d3a1309bbe8d9bc9546c0e9fa432bb9aa1bcf257bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c371593121d597691b12bb7ec057c300666a405ba149e6265855d45a8a907758",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG",
      "math.PR",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-05-26T12:25:24Z",
    "title_canon_sha256": "bcc008981a381f62a176e6e9b4f709fdbfbabd9887832339619f9c2b4fa6e48c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.13303",
    "kind": "arxiv",
    "version": 2
  }
}