Pith Number

pith:LJCFK5B2

pith:2023:LJCFK5B2WWNBI3F5LQVZ7VRZYJ

not attested not anchored not stored refs pending

Handbook of Convergence Theorems for (Stochastic) Gradient Methods

Guillaume Garrigos, Robert M. Gower

arxiv:2301.11235 v3 · 2023-01-26 · math.OC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LJCFK5B2WWNBI3F5LQVZ7VRZYJ}

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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

29 papers in Pith

Complex Stochastic Gradient Descent and Directional Bias in Reproducing Kernel Hilbert Spaces

Stochastic Gradient Optimization with Model-Assisted Sampling

Effective dynamics of the Sinkhorn algorithm in the regime of low entropy regularization

FOAM: Frequency and Operator Error-Based Adaptive Damping Method for Reducing Staleness-Oriented Error for Shampoo

Optimal Asymptotic Rates for (Stochastic) Gradient Descent under the Local PL-Condition: A Geometric Approach

Receipt and verification

First computed	2026-07-05T07:53:59.206906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a4455743ab59a146cbd5c2b9fd639c25ef9723d9db75c8547885ee1417f348b

Aliases

arxiv: 2301.11235 · arxiv_version: 2301.11235v3 · doi: 10.48550/arxiv.2301.11235 · pith_short_12: LJCFK5B2WWNB · pith_short_16: LJCFK5B2WWNBI3F5 · pith_short_8: LJCFK5B2

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/LJCFK5B2WWNBI3F5LQVZ7VRZYJ \
  | 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: 5a4455743ab59a146cbd5c2b9fd639c25ef9723d9db75c8547885ee1417f348b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7cb0d476c46e1094b7193cddb63a510bcb65647e1a8c2ea42224f9143eaa876",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-01-26T17:18:36Z",
    "title_canon_sha256": "6add0f686bb087d8dafc7a67219b11d43c19a858b202ada8f8d00854dc7c255a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11235",
    "kind": "arxiv",
    "version": 3
  }
}