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Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax OptimizationQuoc Tran-DinhTrang H. Tranet al.2024NeurIPS 2024
A hybrid stochastic optimization framework for composite nonconvex optimizationQuoc Tran-DinhNhan H. Phamet al.2021Mathematical Programming
A unified convergence analysis for shuffling-type gradient methodsLam NguyenQuoc Tran-Dinhet al.2021JMLR
Proxsarah: An efficient algorithmic framework for stochastic composite nonconvex optimizationNhan H. PhamLam Nguyenet al.2020JMLR