Pith Number

pith:QAEUMNLS

pith:2020:QAEUMNLSE3LSFSFKYIWQMJQV3V

not attested not anchored not stored refs pending

The critical locus of overparameterized neural networks

Y. Cooper

arxiv:2005.04210 v2 · 2020-05-08 · cs.LG · cs.NE · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QAEUMNLSE3LSFSFKYIWQMJQV3V}

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.

Cited by

1 paper in Pith

Poincare Inequality for Local Log-Polyak-\L ojasiewicz Measures: Non-asymptotic Analysis in Low-temperature Regime

Receipt and verification

First computed	2026-07-05T01:03:25.728693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

800946357226d722c8aac22d062615dd7b17872286fd7a937866e60e805e1e96

Aliases

arxiv: 2005.04210 · arxiv_version: 2005.04210v2 · doi: 10.48550/arxiv.2005.04210 · pith_short_12: QAEUMNLSE3LS · pith_short_16: QAEUMNLSE3LSFSFK · pith_short_8: QAEUMNLS

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/QAEUMNLSE3LSFSFKYIWQMJQV3V \
  | 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: 800946357226d722c8aac22d062615dd7b17872286fd7a937866e60e805e1e96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a6c83534d558a8306880b97521d55214705a6a26aa7a653f8c4c2a39c00058e",
    "cross_cats_sorted": [
      "cs.NE",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-08T17:59:17Z",
    "title_canon_sha256": "4ea0e578e57b14e64a597a2de03ff56692c309ff7a05632af209403ed4090c12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.04210",
    "kind": "arxiv",
    "version": 2
  }
}