Pith Number

pith:UVRGSXIT

pith:2020:UVRGSXIT5DURSTEBKW5K5SXPS3

not attested not anchored not stored refs pending

Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization

Ahmed Khaled, Nicolas Loizou, Othmane Sebbouh, Peter Richt\'arik, Robert M. Gower

arxiv:2006.11573 v1 · 2020-06-20 · cs.LG · math.OC · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UVRGSXIT5DURSTEBKW5K5SXPS3}

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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

4 papers in Pith

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

Ringmaster LMO: Asynchronous Linear Minimization Oracle Momentum Method

Rennala MVR: Improved Time Complexity for Parallel Stochastic Optimization via Momentum-Based Variance Reduction

Scalable Distributed Stochastic Optimization via Bidirectional Compression: Beyond Pessimistic Limits

Receipt and verification

First computed	2026-07-05T01:11:51.343804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a562695d13e8e9194c8155baaecaef96da227e6cb572b98b702a786696d28353

Aliases

arxiv: 2006.11573 · arxiv_version: 2006.11573v1 · doi: 10.48550/arxiv.2006.11573 · pith_short_12: UVRGSXIT5DUR · pith_short_16: UVRGSXIT5DURSTEB · pith_short_8: UVRGSXIT

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/UVRGSXIT5DURSTEBKW5K5SXPS3 \
  | 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: a562695d13e8e9194c8155baaecaef96da227e6cb572b98b702a786696d28353

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6e28982195ab4b2ca40c5f4d4dc879a431a594e2e71ccf19cab22e1fb6bd99d",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-20T13:40:27Z",
    "title_canon_sha256": "9d9eddd66273a1a827f802a1e8abb74a55b4238894b6d67a6b9221f9d4f99457"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.11573",
    "kind": "arxiv",
    "version": 1
  }
}