Pith Number

pith:2QXST2LZ

pith:2023:2QXST2LZ2TX3LYLAD37MO2E7PY

not attested not anchored not stored refs pending

Generalization Ability of Wide Neural Networks on $\mathbb{R}$

Jianfa Lai, Manyun Xu, Qian Lin, Rui Chen

arxiv:2302.05933 v1 · 2023-02-12 · 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{2QXST2LZ2TX3LYLAD37MO2E7PY}

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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

3 papers in Pith

Optimal Rates for Generalization of Gradient Descent Methods with Deep Neural Networks

Adversarial Robustness of NTK Neural Networks

Receipt and verification

First computed	2026-07-05T05:41:00.235201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d42f29e979d4efb5e1601efec7689f7e3d3a39e458c261ed5feec875a723c68d

Aliases

arxiv: 2302.05933 · arxiv_version: 2302.05933v1 · doi: 10.48550/arxiv.2302.05933 · pith_short_12: 2QXST2LZ2TX3 · pith_short_16: 2QXST2LZ2TX3LYLA · pith_short_8: 2QXST2LZ

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/2QXST2LZ2TX3LYLAD37MO2E7PY \
  | 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: d42f29e979d4efb5e1601efec7689f7e3d3a39e458c261ed5feec875a723c68d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66fdf4f79859dc9bc6cd264e9ba0c3e6bf9dd0573485dcbafbf93e3aac315f93",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-12T15:07:27Z",
    "title_canon_sha256": "5c2f512d28d3565477c21e45b2b3770bd12190a508c79344696a0f0de7bbfb45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.05933",
    "kind": "arxiv",
    "version": 1
  }
}