A Unified Convergence Analysis of Stochastic Bregman Proximal Gradient and Extragradient Methods von Xiao, Xiantao

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Author-level altmetrics for the evaluation of Chinese scholars von Guo, Ying, Xiao, Xiantao

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On the local convergence of a stochastic semismooth Newton method for nonsmooth nonconvex optimization von Milzarek, Andre, Xiao, Xiantao, Wen, Zaiwen, Ulbrich, Michael

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EXTENDED LEVENBERG-MARQUARDT METHOD FOR COMPOSITE FUNCTION MINIMIZATION von Huang, Jianchao, Wen, Zaiwen, Xiao, Xiantao

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A PARAMETER-SELF-ADJUSTING LEVENBERG-MARQUARDT METHOD FOR SOLVING NONSMOOTH EQUATIONS von Qi, Liyan, Xiao, Xiantao, Zhang, Liwei

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An algorithm based on resolvent operators for solving variational inequalities in Hilbert spaces von Sun, Juhe, Zhang, Liwei, Xiao, Xiantao

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A proximal bundle method-based algorithm with penalty strategy and inexact oracles for constrained nonsmooth nonconvex optimization von Wang, Xiaoliang, Pang, Liping, Xiao, Xiantao

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Regrets of proximal method of multipliers for online non-convex optimization with long term constraints von Zhang, Liwei, Liu, Haoyang, Xiao, Xiantao

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Convergence analysis of a subsampled Levenberg-Marquardt algorithm von Xing, Ganchen, Gu, Jian, Xiao, Xiantao

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A Regularized Semi-Smooth Newton Method with Projection Steps for Composite Convex Programs von Xiao, Xiantao, Li, Yongfeng, Wen, Zaiwen, Zhang, Liwei

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A smoothing Newton method for a type of inverse semi-definite quadratic programming problem von Xiao, Xiantao, Zhang, Liwei, Zhang, Jianzhong

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A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization von Milzarek, Andre, Xiao, Xiantao, Cen, Shicong, Wen, Zaiwen, Ulbrich, Michael

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Stochastic Approximation Proximal Method of Multipliers for Convex Stochastic Programming von Zhang, Liwei, Zhang, Yule, Xiao, Xiantao, Wu, Jia

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Solving Stochastic Optimization with Expectation Constraints Efficiently by a Stochastic Augmented Lagrangian-Type Algorithm von Zhang, Liwei, Zhang, Yule, Wu, Jia, Xiao, Xiantao

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Log-Sigmoid nonlinear Lagrange method for nonlinear optimization problems over second-order cones von Gu, Jian, Zhang, Liwei, Xiao, Xiantao

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Code and Data Repository for Solving Stochastic Optimization with Expectation Constraints Efficiently by a Stochastic Augmented Lagrangian-Type Algorithm von Zhang, Liwei, Zhang, Yule, Wu, Jia, Xiao, Xiantao

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A unified analysis of stochastic gradient‐free Frank–Wolfe methods von Guo, Jiahong, Liu, Huiling, Xiao, Xiantao

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A Smoothing Function Approach to Joint Chance-Constrained Programs von Shan, Feng, Zhang, Liwei, Xiao, Xiantao

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Optimal Road Congestion Pricing for Both Traffic Efficiency and Safety under Demand Uncertainty von Zhong, Shaopeng, Xiao, Xiantao, Bushell, Max, Sun, Hui

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On the Second-order Directional Derivatives of Singular Values of Matrices and Symmetric Matrix-valued Functions von Zhang, Liwei, Zhang, Ning, Xiao, Xiantao

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