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

3 citations · 3 across the 5 of their papers we have counts for

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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…

math.OC2026

An Adaptive Smoothing Algorithm for Non-Lipschitz Optimization on Manifolds with Complexity Guarantees

Lei Wang, Xiaojun Chen

We study a class of optimization problems on Riemannian manifolds, where the objective function consists of a smooth term and quasi-norm type penalties with exponent …