Pith Number

pith:U3POGUGI

pith:2023:U3POGUGIGE7LI4CUMEUH3H7YFP

not attested not anchored not stored refs pending

Critical Influence of Overparameterization on Sharpness-aware Minimization

Dongyeop Lee, Maksym Andriushchenko, Namhoon Lee, Sungbin Shin

arxiv:2311.17539 v5 · 2023-11-29 · cs.LG · math.OC · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U3POGUGIGE7LI4CUMEUH3H7YFP}

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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

LightSAM: Parameter-Agnostic Sharpness-Aware Minimization

Receipt and verification

First computed	2026-07-05T11:20:42.864620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6dee350c8313eb4705461287d9ff82bd42348e0cc80914b04c640a7135c9c15

Aliases

arxiv: 2311.17539 · arxiv_version: 2311.17539v5 · doi: 10.48550/arxiv.2311.17539 · pith_short_12: U3POGUGIGE7L · pith_short_16: U3POGUGIGE7LI4CU · pith_short_8: U3POGUGI

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/U3POGUGIGE7LI4CUMEUH3H7YFP \
  | 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: a6dee350c8313eb4705461287d9ff82bd42348e0cc80914b04c640a7135c9c15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "304e3e1d82643cb9d10b16cb697c1630147510d690747553a21d34d4aff6b3bc",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-29T11:19:50Z",
    "title_canon_sha256": "ffb9af4cdcc2dbf6a61ab66afd76eebf17e1846570df8c2a27dbf37f392bc81e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.17539",
    "kind": "arxiv",
    "version": 5
  }
}