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Kevin Scaman

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 15, 2026, 1:13 AM AMS

7

papers

46

total citations

papers (7)

Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize

NEURIPS 2021arXiv

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm

Convergence beyond the over-parameterized regime using Rayleigh quotients

NEURIPS 2022arXiv

In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting

A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration

Robustness Analysis of Non-Convex Stochastic Gradient Descent using Biased Expectations

On Sample Optimality in Personalized Collaborative and Federated Learning