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math.OC2023
Randomized Block-Coordinate Optimistic Gradient Algorithms for Root-Finding Problems
Quoc Tran-Dinh, Yang Luo
In this paper, we develop two new randomized block-coordinate optimistic gradient algorithms to approximate a solution of nonlinear equations in large-scale settings, which are cal…
math.OC2021★ 1 cited
Halpern-Type Accelerated and Splitting Algorithms For Monotone Inclusions
Quoc Tran-Dinh, Yang Luo
In this paper, we develop a new type of accelerated algorithms to solve some classes of maximally monotone equations as well as monotone inclusions. Instead of using Nesterov's acc…