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12/09/2022
Primal Dual Alternating Proximal Gradient Algorithms for Nonsmooth Nonconvex Minimax Problems with Coupled Linear Constraints
Nonconvex minimax problems have attracted wide attention in machine lear...
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11/24/2022
Zeroth-Order Alternating Gradient Descent Ascent Algorithms for a Class of Nonconvex-Nonconcave Minimax Problems
In this paper, we consider a class of nonconvex-nonconcave minimax probl...
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08/01/2021
Zeroth-Order Alternating Randomized Gradient Projection Algorithms for General Nonconvex-Concave Minimax Problems
In this paper, we study zeroth-order algorithms for nonconvex-concave mi...
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06/03/2020
A Unified Single-loop Alternating Gradient Projection Algorithm for Nonconvex-Concave and Convex-Nonconcave Minimax Problems
Much recent research effort has been directed to the development of effi...
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02/18/2019