Pith Number

pith:ETGZWZDX

pith:2025:ETGZWZDX4C6IHELTDKFDONYHBX

not attested not anchored not stored refs pending

Universality of Benign Overfitting in Binary Linear Classification

Ichiro Hashimoto, Piotr Zwiernik, Stanislav Volgushev

arxiv:2501.10538 v3 · 2025-01-17 · cs.LG · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ETGZWZDX4C6IHELTDKFDONYHBX}

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

Minimax Optimal Early-Stopped Gradient Descent for Gaussian Mixture Classification

Receipt and verification

First computed	2026-07-08T01:18:18.118133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24cd9b6477e0bc8391731a8a3737070dd2df0c02bc71250e3de4d705c63ca80f

Aliases

arxiv: 2501.10538 · arxiv_version: 2501.10538v3 · doi: 10.48550/arxiv.2501.10538 · pith_short_12: ETGZWZDX4C6I · pith_short_16: ETGZWZDX4C6IHELT · pith_short_8: ETGZWZDX

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/ETGZWZDX4C6IHELTDKFDONYHBX \
  | 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: 24cd9b6477e0bc8391731a8a3737070dd2df0c02bc71250e3de4d705c63ca80f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "399307dddd4462fba34de902e87afa54cb29710e41c7e6bb35731b135051e9c9",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-17T20:22:06Z",
    "title_canon_sha256": "ce2ae9530bc5950ddb277c76a0677caac4fa50f9f8bb19b8c41828bb9268cc15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10538",
    "kind": "arxiv",
    "version": 3
  }
}