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Kevin Scaman
Kevin Scaman
7
papers
46
total citations
papers (7)
Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize
NEURIPS 2021
arXiv
28
citations
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
ICML 2024
arXiv
11
citations
Convergence beyond the over-parameterized regime using Rayleigh quotients
NEURIPS 2022
arXiv
4
citations
In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting
AAAI 2025
arXiv
3
citations
A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration
NEURIPS 2020
0
citations
Robustness Analysis of Non-Convex Stochastic Gradient Descent using Biased Expectations
NEURIPS 2020
0
citations
On Sample Optimality in Personalized Collaborative and Federated Learning
NEURIPS 2022
0
citations