Pith Number

pith:F66G75C2

pith:2024:F66G75C2S47X7TVQMY5YDAN5BC

not attested not anchored not stored refs pending

Stochastic Differential Equations models for Least-Squares Stochastic Gradient Descent

Adrien Schertzer, Loucas Pillaud-Vivien

arxiv:2407.02322 v1 · 2024-07-02 · cs.LG · math.PR

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\usepackage{pith}
\pithnumber{F66G75C2S47X7TVQMY5YDAN5BC}

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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

Statistical Inference for Stochastic Gradient Descent: Beyond Finite Variance

Receipt and verification

First computed	2026-07-05T08:39:22.657403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fbc6ff45a973f7fceb0663b8181bd089706abb76b0ce13b860ccda45f824820

Aliases

arxiv: 2407.02322 · arxiv_version: 2407.02322v1 · doi: 10.48550/arxiv.2407.02322 · pith_short_12: F66G75C2S47X · pith_short_16: F66G75C2S47X7TVQ · pith_short_8: F66G75C2

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/F66G75C2S47X7TVQMY5YDAN5BC \
  | 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: 2fbc6ff45a973f7fceb0663b8181bd089706abb76b0ce13b860ccda45f824820

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "523f45ec29b15ea182f1e66bbcefd0f2fa0bbe4cefe32b960e26e71e592aa156",
    "cross_cats_sorted": [
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-02T14:52:21Z",
    "title_canon_sha256": "8c6c742577a57c9f62b013505d4b6e421a4566c9e97be96f2139fb37da2825b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02322",
    "kind": "arxiv",
    "version": 1
  }
}