Pith Number

pith:L5OUG4OR

pith:2023:L5OUG4ORBDJYD66UEB3DJ7VFDY

not attested not anchored not stored refs pending

Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron

Difan Zou, Jingfeng Wu, Quanquan Gu, Sham M. Kakade, Vladimir Braverman, Zixiang Chen

arxiv:2303.02255 v2 · 2023-03-03 · cs.LG · 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{L5OUG4ORBDJYD66UEB3DJ7VFDY}

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	2026-07-05T06:24:28.510625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f5d4371d108d381fbd4207634fea51e00d8cd9f58ffa8f4365755b0603352cc

Aliases

arxiv: 2303.02255 · arxiv_version: 2303.02255v2 · doi: 10.48550/arxiv.2303.02255 · pith_short_12: L5OUG4ORBDJY · pith_short_16: L5OUG4ORBDJYD66U · pith_short_8: L5OUG4OR

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/L5OUG4ORBDJYD66UEB3DJ7VFDY \
  | 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: 5f5d4371d108d381fbd4207634fea51e00d8cd9f58ffa8f4365755b0603352cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "769a88cc552734de445ef3f8c55ec05c033533643840e9de5d0a21fc40a0f106",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-03T23:02:23Z",
    "title_canon_sha256": "eed2d066178c36f5238b6967d6c55368d1b7e07060d1920179eb15f70cb3058c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02255",
    "kind": "arxiv",
    "version": 2
  }
}