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Home/Authors/Ali Kavis

Ali Kavis

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 10:11 PM AMS

8

papers

154

total citations

papers (8)

On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems

NEURIPS 2020arXiv

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

NEURIPS 2022arXiv

Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods

NEURIPS 2022arXiv

Universal Gradient Methods for Stochastic Convex Optimization

Understanding Contrastive Learning via Gaussian Mixture Models

Alternation makes the adversary weaker in two-player games

STORM+: Fully Adaptive SGD with Recursive Momentum for Nonconvex Optimization

Sifting through the noise: Universal first-order methods for stochastic variational inequalities