Pith Number

pith:43E2MTB6

pith:2022:43E2MTB6SIHB736OYOQAQQN3JY

not attested not anchored not stored refs pending

Rethinking Sharpness-Aware Minimization as Variational Inference

Anna Kerekes, Anna M\'esz\'aros, Ferenc Husz\'ar, Szilvia Ujv\'ary, Zsigmond Telek

arxiv:2210.10452 v1 · 2022-10-19 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{43E2MTB6SIHB736OYOQAQQN3JY}

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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

Monge SAM: Robust Reparameterization-Invariant Sharpness-Aware Minimization Based on Loss Geometry

Receipt and verification

First computed	2026-07-05T05:08:19.931673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6c9a64c3e920e1fefcec3a00841bb4e08019d0ba8c4267a5219fdc4251651a4

Aliases

arxiv: 2210.10452 · arxiv_version: 2210.10452v1 · doi: 10.48550/arxiv.2210.10452 · pith_short_12: 43E2MTB6SIHB · pith_short_16: 43E2MTB6SIHB736O · pith_short_8: 43E2MTB6

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/43E2MTB6SIHB736OYOQAQQN3JY \
  | 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: e6c9a64c3e920e1fefcec3a00841bb4e08019d0ba8c4267a5219fdc4251651a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cd13479b45c98fd62c83b625c7e9c87ed24b610ca6a132018b00bf9eec2a6a2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-10-19T10:35:54Z",
    "title_canon_sha256": "5ccb97f831bc9cc12b64f5d84a1a91f661a00b388cbd5354beaa576218023863"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10452",
    "kind": "arxiv",
    "version": 1
  }
}