Pith Number

pith:NYQNACWJ

pith:2025:NYQNACWJ2DPSPYDOAETWYXMQ7M

not attested not anchored not stored refs pending

The effects of Hessian eigenvalue spectral density type on the applicability of Hessian analysis to generalization capability assessment of neural networks

Nikita Gabdullin

arxiv:2504.17618 v1 · 2025-04-24 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NYQNACWJ2DPSPYDOAETWYXMQ7M}

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.

Receipt and verification

First computed	2026-07-05T10:53:32.802479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e20d00ac9d0df27e06e01276c5d90fb0e627fbc1b34831e13f4a627c71ef7ba

Aliases

arxiv: 2504.17618 · arxiv_version: 2504.17618v1 · doi: 10.48550/arxiv.2504.17618 · pith_short_12: NYQNACWJ2DPS · pith_short_16: NYQNACWJ2DPSPYDO · pith_short_8: NYQNACWJ

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/NYQNACWJ2DPSPYDOAETWYXMQ7M \
  | 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: 6e20d00ac9d0df27e06e01276c5d90fb0e627fbc1b34831e13f4a627c71ef7ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6abaf35498984e3ee696faf48bb718ebb3c4debb6e82c11da5dd04ad933da0bb",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-24T14:43:07Z",
    "title_canon_sha256": "c56502bdc085a6ab1849a68f1f1999a6fb9eb7b5f5db9302f2de9e81b8fc72ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17618",
    "kind": "arxiv",
    "version": 1
  }
}