Pith Number

pith:C4V6J7N6

pith:2013:C4V6J7N6INNFPEYUAWPY566JVV

not attested not anchored not stored refs pending

Fast Convergence of Stochastic Gradient Descent under a Strong Growth Condition

LIENS), Mark Schmidt (INRIA Paris - Rocquencourt, Nicolas Le Roux (INRIA Paris - Rocquencourt

arxiv:1308.6370 v1 · 2013-08-29 · math.OC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C4V6J7N6INNFPEYUAWPY566JVV}

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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

11 papers in Pith

Stochastic algorithms with geometric step decay converge linearly on sharp functions

Stochastic Gradient Variational Inference with Price's Gradient Estimator from Bures-Wasserstein to Parameter Space

LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging

Ringmaster LMO: Asynchronous Linear Minimization Oracle Momentum Method

Stochastic versus Deterministic in Stochastic Gradient Descent

Receipt and verification

First computed	2026-05-18T03:14:40.121912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

172be4fdbe435a579314059f8efbc9ad4255559ae3867238ff263d6827e844f8

Aliases

arxiv: 1308.6370 · arxiv_version: 1308.6370v1 · doi: 10.48550/arxiv.1308.6370 · pith_short_12: C4V6J7N6INNF · pith_short_16: C4V6J7N6INNFPEYU · pith_short_8: C4V6J7N6

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/C4V6J7N6INNFPEYUAWPY566JVV \
  | 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: 172be4fdbe435a579314059f8efbc9ad4255559ae3867238ff263d6827e844f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9ce8dd64e6963ffd5516088b2dc1923156919180ed3225fa680b7f837ff6cf8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2013-08-29T06:06:42Z",
    "title_canon_sha256": "5512bd264018135f7077f1b6bb04ef4ddb8e413dfbb34485e59b2cacdc280983"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1308.6370",
    "kind": "arxiv",
    "version": 1
  }
}