Pith Number

pith:QFL5WGKF

pith:2023:QFL5WGKFZ6IETJCPQVTH6BCKS5

not attested not anchored not stored refs pending

From Tempered to Benign Overfitting in ReLU Neural Networks

Gilad Yehudai, Guy Kornowski, Ohad Shamir

arxiv:2305.15141 v3 · 2023-05-24 · cs.LG · cs.NE · 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{QFL5WGKFZ6IETJCPQVTH6BCKS5}

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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

A Classical View on Benign Overfitting: The Role of Sample Size

Receipt and verification

First computed	2026-07-05T07:59:02.522349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8157db1945cf9049a44f85667f044a974df7ceda9b7f15668ec62ecb961a01c3

Aliases

arxiv: 2305.15141 · arxiv_version: 2305.15141v3 · doi: 10.48550/arxiv.2305.15141 · pith_short_12: QFL5WGKFZ6IE · pith_short_16: QFL5WGKFZ6IETJCP · pith_short_8: QFL5WGKF

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/QFL5WGKFZ6IETJCPQVTH6BCKS5 \
  | 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: 8157db1945cf9049a44f85667f044a974df7ceda9b7f15668ec62ecb961a01c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19cf863ed3cce17faaf67730fe7ac552a9c25aede4d5673da53fe49d2dc4aa98",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-24T13:36:06Z",
    "title_canon_sha256": "0c25dbe71a5f9b66cb2481089b011c5c3900b0fe901c01b6fbde0341714a8dc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15141",
    "kind": "arxiv",
    "version": 3
  }
}