Xiaojun Chen

发表

Optimization with hidden constraints and embedded Monte Carlo computations

Xiaojun Chen, Carl Tim Kelley, C. Kelley, 2016 .

Quantitative analysis for a class of two-stage stochastic linear variational inequality problems

Xiaojun Chen, Jie Jiang, Zhiping Chen, 2020, Comput. Optim. Appl..

Generalized Conjugate Gradient Methods for ℓ1 Regularized Convex Quadratic Programming with Finite Convergence

Xiaojun Chen, Zhaosong Lu, Zhaosong Lu, 2015, Math. Oper. Res..

Error bounds for approximation in Chebyshev points

Xiaojun Chen, Shuhuang Xiang, Haiyong Wang, 2010, Numerische Mathematik.

Regularized Least Squares Approximations on the Sphere Using Spherical Designs

Xiaojun Chen, Congpei An, Ian H. Sloan, 2012, SIAM J. Numer. Anal..

Alternating Direction Method of Multipliers for a Class of Nonconvex and Nonsmooth Problems with Applications to Background/Foreground Extraction

Xiaojun Chen, Ting Kei Pong, Lei Yang, 2015, SIAM J. Imaging Sci..

Perturbation Bounds of P-Matrix Linear Complementarity Problems

Xiaojun Chen, Shuhuang Xiang, Xiaojun Chen, 2007, SIAM J. Optim..

Regularized multiple criteria linear programs for classification

Xiaojun Chen, Yong Shi, Peng Zhang, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

Convergence Analysis of Sample Average Approximation of Two-Stage Stochastic Generalized Equations

Alexander Shapiro, Xiaojun Chen, Hailin Sun, 2018, SIAM J. Optim..

Minimizing the Condition Number of a Gram Matrix

Xiaojun Chen, Jane J. Ye, Robert S. Womersley, 2011, SIAM J. Optim..

Smoothing Methods and Semismooth Methods for Nondifferentiable Operator Equations

Xiaojun Chen, Liqun Qi, Zuhair Nashed, 2000, SIAM J. Numer. Anal..

Robust solution of monotone stochastic linear complementarity problems

Xiaojun Chen, Masao Fukushima, Chao Zhang, 2008, Math. Program..

A Nonmonotone Alternating Updating Method for a Class of Matrix Factorization Problems

Lei Yang, Xiaojun Chen, Ting Kei Pong, 2017, SIAM J. Optim..

Convergence of Newton's Method for Singular Smooth and Nonsmooth Equations Using Adaptive Outer Inverses

Xiaojun Chen, Liqun Qi, Zuhair Nashed, 1997, SIAM J. Optim..

A Smoothing Proximal Gradient Algorithm for Nonsmooth Convex Regression with Cardinality Penalty

Xiaojun Chen, Wei Bian, Xiaojun Chen, 2020, SIAM J. Numer. Anal..

Penalty Methods for a Class of Non-Lipschitz Optimization Problems

Xiaojun Chen, Ting Kei Pong, Zhaosong Lu, 2016, SIAM J. Optim..

Regularizations for Stochastic Linear Variational Inequalities

Xiaojun Chen, Yanfang Zhang, 2014, J. Optim. Theory Appl..

Two-stage stochastic variational inequalities: an ERM-solution procedure

Xiaojun Chen, Roger J.-B. Wets, Ting Kei Pong, 2017, Mathematical Programming.

A penalized Fischer-Burmeister NCP-function

Xiaojun Chen, Bintong Chen, Christian Kanzow, 2000, Math. Program..

Corrigendum: Regularized Least Squares Approximations on the Sphere Using Spherical Designs

Xiaojun Chen, Congpei An, Ian H. Sloan, 2014, SIAM J. Numer. Anal..

Numerical validation of solutions of complementarity The nonlinear case

Xiaojun Chen, Florian A. Potra, Götz Alefeld, 2002, Numerische Mathematik.

A parallel inexact newton method for stochastic programs with recourse

Xiaojun Chen, Robert S. Womersley, R. Womersley, 1996, Ann. Oper. Res..

Stochastic R0 Matrix Linear Complementarity Problems

Xiaojun Chen, Masao Fukushima, Haitao Fang, 2007, SIAM J. Optim..

Neural Network for Nonsmooth, Nonconvex Constrained Minimization Via Smooth Approximation

Xiaojun Chen, Wei Bian, Xiaojun Chen, 2014, IEEE Transactions on Neural Networks and Learning Systems.

Smoothing Projected Gradient Method and Its Application to Stochastic Linear Complementarity Problems

Xiaojun Chen, Chao Zhang, Xiaojun Chen, 2009, SIAM J. Optim..

Global error bounds for the extended vertical LCP

Xiaojun Chen, Chao Zhang, Naihua Xiu, 2007, Comput. Optim. Appl..

The subdifferential of measurable composite max integrands and smoothing approximation

Xiaojun Chen, James V. Burke, Hailin Sun, 2020, Math. Program..

Well Conditioned Spherical Designs for Integration and Interpolation on the Two-Sphere

Xiaojun Chen, Congpei An, Ian H. Sloan, 2010, SIAM J. Numer. Anal..

Spectral Clustering of Customer Transaction Data With a Two-Level Subspace Weighting Method

Zhihui Li, Xizhao Wang, Xiaojun Chen, 2019, IEEE Transactions on Cybernetics.

Validated Solutions of Saddle Point Linear Systems

Xiaojun Chen, Takuma Kimura, Xiaojun Chen, 2008, SIAM J. Matrix Anal. Appl..

Subspace Weighting Co-Clustering of Gene Expression Data

Xiaojun Chen, Qingyao Wu, Min Yang, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Regularized Mathematical Programs with Stochastic Equilibrium Constraints: Estimating Structural Demand Models

Xiaojun Chen, Roger J.-B. Wets, Hailin Sun, 2015, SIAM J. Optim..

ERM-SNCP Model for Traffic Equilibrium under Uncertainty(Theory of Modeling and Optimization)

Xiaojun Chen, Chao Zhang, 2006 .

Convergence of the EDIIS Algorithm for Nonlinear Equations

Xiaojun Chen, C. T. Kelley, C. Kelley, 2019, SIAM J. Sci. Comput..

A verification method for solutions of nonsmooth equations

Xiaojun Chen, Xiaojun Chen, 1997, Computing.

A verified inexact implicit Runge–Kutta method for nonsmooth ODEs

Xiaojun Chen, Sayed Mahmoud, Xiaojun Chen, 2008, Numerical Algorithms.

Structured matrices and tensors

Xiaojun Chen, Franklin T. Luk, Raymond H. Chan, 2012, Numer. Linear Algebra Appl..

On convergence of SOR methods for nonsmooth equations

Xiaojun Chen, 2002, Numer. Linear Algebra Appl..

Partially separable convexly-constrained optimization with non-Lipschitzian singularities and its complexity pdf

Hong Wang, Xiaojun Chen, Philippe L. Toint, 2017, ArXiv.

Implicit Runge-Kutta Methods for Lipschitz Continuous Ordinary Differential Equations

Xiaojun Chen, Sayed Mahmoud, Xiaojun Chen, 2008, SIAM J. Numer. Anal..

A New First-Order Algorithmic Framework for Optimization Problems with Orthogonality Constraints

Xiaojun Chen, Ya-Xiang Yuan, Bin Gao, 2018, SIAM J. Optim..

Non-Lipschitz $\ell_{p}$-Regularization and Box Constrained Model for Image Restoration

Xiaojun Chen, Michael K. Ng, Chao Zhang, 2012, IEEE Transactions on Image Processing.

Convergence of Regularized Time-Stepping Methods for Differential Variational Inequalities

Xiaojun Chen, Zhengyu Wang, Xiaojun Chen, 2013, SIAM J. Optim..

Finite Element Surface Fitting for Bridge Management

Xiaojun Chen, Takuma Kimura, 2006, Int. J. Inf. Technol. Decis. Mak..

On the convergence of some quasi-Newton methods for nonlinear equations with nondifferentiable operators

Xiaojun Chen, Tetsuro Yamamoto, 2005, Computing.

Foreword

Xiaojun Chen, Masao Fukushima, 2011, Comput. Optim. Appl..

Existence of Solutions to Systems of Underdetermined Equations and Spherical Designs

Xiaojun Chen, Robert S. Womersley, R. Womersley, 2006, SIAM J. Numer. Anal..

A Global Linear and Local Quadratic Continuation Smoothing Method for Variational Inequalities with Box Constraints

Xiaojun Chen, Bintong Chen, Bintong Chen, 2000, Comput. Optim. Appl..

Smoothing Nonlinear Conjugate Gradient Method for Image Restoration Using Nonsmooth Nonconvex Minimization

Xiaojun Chen, Weijun Zhou, Xiaojun Chen, 2010, SIAM J. Imaging Sci..

AUC Maximizing Support Vector Machines with Feature Selection

Xiaojun Chen, Yong Shi, Wenjing Chen, 2011, ICCS.

A proximal difference-of-convex algorithm with extrapolation

Bo Wen, Xiaojun Chen, Ting Kei Pong, 2016, Computational Optimization and Applications.

Proximal quasi-Newton methods for nondifferentiable convex optimization

Xiaojun Chen, Masao Fukushima, M. Fukushima, 1999, Math. Program..

Least-Element Time-Stepping Methods for Simulation of Linear Networks with Ideal Switches

Xiaojun Chen, Shuhuang Xiang, Yang Zhou, 2019, Circuits Syst. Signal Process..

Computation of Error Bounds for P-matrix Linear Complementarity Problems

Xiaojun Chen, Shuhuang Xiang, Xiaojun Chen, 2006, Math. Program..

LABIN: Balanced Min Cut for Large-Scale Data

Xiaojun Chen, Feiping Nie, Qingyao Wu, 2020, IEEE Transactions on Neural Networks and Learning Systems.

A Smoothing Method for a Mathematical Program with P-Matrix Linear Complementarity Constraints

Xiaojun Chen, Masao Fukushima, 2004, Comput. Optim. Appl..

Smoothing methods for nonsmooth, nonconvex minimization

Xiaojun Chen, Xiaojun Chen, 2012, Math. Program..

Numerical Validation of Solutions of Nonlinear Complementarity Problems (Self-validating numerical methods and related topics)

Xiaojun Chen, Florian A. Potra, Götz Alefeld, 2000 .

Optimality Conditions and a Smoothing Trust Region Newton Method for NonLipschitz Optimization

Xiaojun Chen, Ya-Xiang Yuan, Lingfeng Niu, 2013, SIAM J. Optim..

A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection

Xiaojun Chen, Zhengxin Chen, Yi Peng, 2004, CASDMKM.

On Smoothing Methods for the P[sub 0] Matrix Linear Complementarity Problem

Xiaojun Chen, Yinyu Ye, Y. Ye, 2000, SIAM J. Optim..

Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data

Xiaojun Chen, Feiping Nie, Joshua Zhexue Huang, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Matrix computations and nonlinear equations

Xiaojun Chen, Owe Axelsson, 2011, Numer. Linear Algebra Appl..

A preconditioning proximal newton method for nondifferentiable convex optimization

Xiaojun Chen, Liqun Qi, L. Qi, 1997, Math. Program..

Computation of generalized differentials in nonlinear complementarity problems

Xiaojun Chen, Shuhuang Xiang, 2011, Comput. Optim. Appl..

Preface

Xiaojun Chen, Nobuo Yamashita, 2014, Comput. Optim. Appl..

An Augmented Lagrangian Method for Non-Lipschitz Nonconvex Programming

Lei Guo, Xiaojun Chen, Jane J. Ye, 2017, SIAM J. Numer. Anal..

Linear Convergence of Proximal Gradient Algorithm with Extrapolation for a Class of Nonconvex Nonsmooth Minimization Problems

Bo Wen, Xiaojun Chen, Ting Kei Pong, 2015, SIAM J. Optim..

Numerical validation of solutions of saddle point matrix equations

Xiaojun Chen, Kouji Hashimoto, 2003, Numer. Linear Algebra Appl..

Newton's Method for Monte Carlo-Based Residuals

Xiaojun Chen, C. T. Kelley, Jeffrey Willert, 2015, SIAM J. Numer. Anal..

A regularized projection method for complementarity problems with non-Lipschitzian functions

Xiaojun Chen, Götz Alefeld, 2008, Math. Comput..

Computation of second-order directional stationary points for group sparse optimization

Xiaojun Chen, Dingtao Peng, Xiaojun Chen, 2019, Optim. Methods Softw..

A Global and Local Superlinear Continuation-Smoothing Method for P0 and R0 NCP or Monotone NCP

Xiaojun Chen, Bintong Chen, Bintong Chen, 1999, SIAM J. Optim..

Global and superlinear convergence of the smoothing Newton method and its application to general box constrained variational inequalities

Xiaojun Chen, Defeng Sun, Liqun Qi, 1998, Math. Comput..

Implicit solution function of P0 and Z matrix linear complementarity constraints

Xiaojun Chen, Shuhuang Xiang, Xiaojun Chen, 2011, Math. Program..

Worst-Case Complexity of Smoothing Quadratic Regularization Methods for Non-Lipschitzian Optimization

Xiaojun Chen, Wei Bian, Xiaojun Chen, 2013, SIAM J. Optim..

Global Convergence of a New Hybrid Gauss--Newton Structured BFGS Method for Nonlinear Least Squares Problems

Xiaojun Chen, Weijun Zhou, Xiaojun Chen, 2010, SIAM J. Optim..

A parameterized Newton method and a quasi-Newton method for nonsmooth equations

Xiaojun Chen, Liqun Qi, L. Qi, 1994, Comput. Optim. Appl..

A Smoothing Direct Search Method for Monte Carlo-Based Bound Constrained Composite Nonsmooth Optimization

Xiaojun Chen, C. T. Kelley, Fengmin Xu, 2018, SIAM J. Sci. Comput..

Convergence of the reweighted ℓ1 minimization algorithm for ℓ2–ℓp minimization

Xiaojun Chen, Weijun Zhou, Xiaojun Chen, 2013, Computational Optimization and Applications.

Optimality and Complexity for Constrained Optimization Problems with Nonconvex Regularization

Xiaojun Chen, Wei Bian, Xiaojun Chen, 2017, Math. Oper. Res..

Linearly Constrained Non-Lipschitz Optimization for Image Restoration

Xiaojun Chen, Wei Bian, Xiaojun Chen, 2015, SIAM J. Imaging Sci..

Newton iterations in implicit time-stepping scheme for differential linear complementarity systems

Xiaojun Chen, Shuhuang Xiang, Xiaojun Chen, 2013, Math. Program..

Complexity of unconstrained $$L_2-L_p$$ minimization

Xiaojun Chen, Zizhuo Wang, Yinyu Ye, 2011, Math. Program..

Computational existence proofs for spherical t-designs

Xiaojun Chen, Bruno Lang, Andreas Frommer, 2011, Numerische Mathematik.

Stochastic Variational Inequalities: Residual Minimization Smoothing Sample Average Approximations

Xiaojun Chen, Roger J.-B. Wets, Yanfang Zhang, 2012, SIAM J. Optim..

Differential variational inequality approach to dynamic games with shared constraints

Xiaojun Chen, Zhengyu Wang, 2014, Math. Program..

Spherical t휀-designs for approximations on the sphere

Xiaojun Chen, Yang Zhou, Xiaojun Chen, 2015, Math. Comput..

Numerical validation of solutions of linear complementarity problems

Xiaojun Chen, Florian A. Potra, Götz Alefeld, 1999, Numerische Mathematik.

Underdetermined Blind Radar Signal Separation Based on ICA: Underdetermined Blind Radar Signal Separation Based on ICA

Xiaojun Chen, Bin Tang, Hao Cheng, 2010 .

Expected Residual Minimization Method for Stochastic Linear Complementarity Problems

Xiaojun Chen, Masao Fukushima, M. Fukushima, 2005, Math. Oper. Res..

Spherical Designs and Nonconvex Minimization for Recovery of Sparse Signals on the Sphere

Xiaojun Chen, Robert S. Womersley, R. Womersley, 2018, SIAM J. Imaging Sci..

Smoothing Neural Network for Constrained Non-Lipschitz Optimization With Applications

Xiaojun Chen, Wei Bian, Xiaojun Chen, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Complexity analysis of interior point algorithms for non-Lipschitz and nonconvex minimization

Xiaojun Chen, Wei Bian, Yinyu Ye, 2015, Math. Program..

SAA-regularized methods for multiproduct price optimization under the pure characteristics demand model

Xiaojun Chen, Che-Lin Su, Hailin Sun, 2017, Math. Program..

A polynomial‐time algorithm for simple undirected graph isomorphism

Guangyan Huang, Xiaojun Chen, Jing He, 2019, Concurr. Comput. Pract. Exp..

First Order Conditions for Nonsmooth Discretized Constrained Optimal Control Problems

Xiaojun Chen, 2004, SIAM J. Control. Optim..

Sparse solutions of linear complementarity problems

Xiaojun Chen, Shuhuang Xiang, 2016, Math. Program..

Complexity of Partially Separable Convexly Constrained Optimization with Non-Lipschitzian Singularities

Xiaojun Chen, Philippe L. Toint, Hong Wang, 2019, SIAM J. Optim..