Pith Number

pith:HVG4CD4A

pith:2023:HVG4CD4ACCWOVUSDV5C4F3BAXP

not attested not anchored not stored refs pending

Universality laws for Gaussian mixtures in generalized linear models

Bruno Loureiro, Florent Krzakala, Lenka Zdeborov\'a, Ludovic Stephan, Yatin Dandi

arxiv:2302.08933 v1 · 2023-02-17 · math.ST · stat.ML · stat.TH

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\usepackage{pith}
\pithnumber{HVG4CD4ACCWOVUSDV5C4F3BAXP}

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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

Variational Bounds for Perceptron Learning from Structured Data

Receipt and verification

First computed	2026-07-05T08:45:45.482934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d4dc10f8010acead243af45c2ec20bbeb082d35097e5dbf5799a30fb668aa85

Aliases

arxiv: 2302.08933 · arxiv_version: 2302.08933v1 · doi: 10.48550/arxiv.2302.08933 · pith_short_12: HVG4CD4ACCWO · pith_short_16: HVG4CD4ACCWOVUSD · pith_short_8: HVG4CD4A

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/HVG4CD4ACCWOVUSDV5C4F3BAXP \
  | 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: 3d4dc10f8010acead243af45c2ec20bbeb082d35097e5dbf5799a30fb668aa85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aeedd06aa5259898cfa5901906173a8a22cb4f2c9bb6dca2e0c061dc7371908f",
    "cross_cats_sorted": [
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2023-02-17T15:16:06Z",
    "title_canon_sha256": "cfad243dacc3018098250570ca5343f014bcecb8e5c6dd4def842fcb0adcbd18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08933",
    "kind": "arxiv",
    "version": 1
  }
}