Lam M. Nguyen

4 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error — Journal of Machine Learning Research 2023
• A Unified Convergence Analysis for Shuffling-Type Gradient Methods — Journal of Machine Learning Research 2021
• ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization — Journal of Machine Learning Research 2020
• New Convergence Aspects of Stochastic Gradient Algorithms — Journal of Machine Learning Research 2019