Search Results - "Alternating randomized proximal gradient algorithm"

DERIVATIVE-FREE ALTERNATING PROJECTION ALGORITHMS FOR GENERAL NONCONVEX-CONCAVE MINIMAX PROBLEMS.

Authors: ZI XU ZIQI WANG JINGJING SHEN et al.

Source: SIAM Journal on Optimization. 2024, Vol. 34 Issue 2, p1879-1908. 30p.

Subject Terms: *ALGORITHMS, PRINCIPAL components analysis, MACHINE learning, SIGNAL processing, SADDLEPOINT approximations, CRITICAL point theory

Zeroth-order single-loop algorithms for nonconvex-linear minimax problems.

Authors: Shen, Jingjing Wang, Ziqi Xu, Zi

Source: Journal of Global Optimization; Nov2023, Vol. 87 Issue 2-4, p551-580, 30p

Subject Terms: NASH equilibrium, ALGORITHMS, MACHINE learning, CHEBYSHEV approximation

Derivative-free Alternating Projection Algorithms for General Nonconvex-Concave Minimax Problems

Authors: Xu, Zi Wang, Ziqi Shen, Jingjing et al.

Index Terms: Mathematics - Optimization and Control, Computer Science - Machine Learning, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2108.00473