Pith Number

pith:3SCQQOUE

pith:2018:3SCQQOUES7WBX7LCMUQF6FBI2E

not attested not anchored not stored refs pending

Convergence of Gradient Descent on Separable Data

Daniel Soudry, Jason D. Lee, Mor Shpigel Nacson, Nathan Srebro, Pedro H. P. Savarese, Suriya Gunasekar

arxiv:1803.01905 v3 · 2018-03-05 · 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{3SCQQOUES7WBX7LCMUQF6FBI2E}

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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

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Receipt and verification

First computed	2026-05-17T23:50:38.736241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc85083a8497ec1bfd6265205f1428d12b64ebaaf5627026e244a86f322f9c56

Aliases

arxiv: 1803.01905 · arxiv_version: 1803.01905v3 · doi: 10.48550/arxiv.1803.01905 · pith_short_12: 3SCQQOUES7WB · pith_short_16: 3SCQQOUES7WBX7LC · pith_short_8: 3SCQQOUE

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/3SCQQOUES7WBX7LCMUQF6FBI2E \
  | 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: dc85083a8497ec1bfd6265205f1428d12b64ebaaf5627026e244a86f322f9c56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24e91961e359120410ccffc0aaf28e6ede0facb96d2458cd2b12e63e7f6a7444",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-03-05T20:03:46Z",
    "title_canon_sha256": "5eee7faf2b42553d55a8a63a80b129d7ca3aa44b46fedb0f577b9fc044960a16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.01905",
    "kind": "arxiv",
    "version": 3
  }
}