Pith Number

pith:KD27SVM3

pith:2025:KD27SVM3RBZDBYRK6QJ5HYREXL

not attested not anchored not stored refs pending

Training Diagonal Linear Networks with Stochastic Sharpness-Aware Minimization

Gabriel Clara, Johannes Schmidt-Hieber, Sophie Langer

arxiv:2503.11891 v1 · 2025-03-14 · cs.LG · math.ST · stat.ML · 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{KD27SVM3RBZDBYRK6QJ5HYREXL}

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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

Receipt and verification

First computed	2026-07-05T10:32:01.586213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50f5f9559b887230e22af413d3e224baea4a645e8e7ca546d8f5ef58916f9407

Aliases

arxiv: 2503.11891 · arxiv_version: 2503.11891v1 · doi: 10.48550/arxiv.2503.11891 · pith_short_12: KD27SVM3RBZD · pith_short_16: KD27SVM3RBZDBYRK · pith_short_8: KD27SVM3

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/KD27SVM3RBZDBYRK6QJ5HYREXL \
  | 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: 50f5f9559b887230e22af413d3e224baea4a645e8e7ca546d8f5ef58916f9407

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "088fe05dccec0ebf6eab8b0d322e6c251de447d86c68b3108fbed2b3be4b0e6b",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-14T21:45:12Z",
    "title_canon_sha256": "1d4554de6f88c7670ea942123319dc381d930ca40e2f5d762aa1178be0b0255b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11891",
    "kind": "arxiv",
    "version": 1
  }
}