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20222026
most citedAn Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity

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math.OC2026

A sequential smoothing majorant stochastic approximation method for nonconvex nonconcave minimax problems

Zhouxing Luo, Wei Liu, Xin Liu +1

We propose a sequential smoothing majorant stochastic approximation (SMSA) method for nonconvex-nonconcave minimax optimization problems. To overcome the nonconcavity of the inner…