Xiaoming Yuan

According to our database1, Xiaoming Yuan authored at least 110 papers between 2002 and 2019.

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Bibliography

2019
An alternating direction method of multipliers with a worst-case O(1/n2) convergence rate.
Math. Comput., 2019

Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning.
CoRR, 2019

2018
MC-MAC: a multi-channel based MAC scheme for interference mitigation in WBANs.
Wireless Networks, 2018

Performance Analysis of IEEE 802.15.6-Based Coexisting Mobile WBANs With Prioritized Traffic and Dynamic Interference.
IEEE Trans. Wireless Communications, 2018

Implementing the Alternating Direction Method of Multipliers for Big Datasets: A Case Study of Least Absolute Shrinkage and Selection Operator.
SIAM J. Scientific Computing, 2018

Partial Error Bound Conditions and the Linear Convergence Rate of the Alternating Direction Method of Multipliers.
SIAM J. Numerical Analysis, 2018

Convergence Analysis of Primal-Dual Based Methods for Total Variation Minimization with Finite Element Approximation.
J. Sci. Comput., 2018

On the Optimal Linear Convergence Rate of a Generalized Proximal Point Algorithm.
J. Sci. Comput., 2018

On Glowinski's Open Question on the Alternating Direction Method of Multipliers.
J. Optimization Theory and Applications, 2018

On the flexibility of block coordinate descent for large-scale optimization.
Neurocomputing, 2018

EIMAC: a multi-channel MAC protocol towards energy efficiency and low interference for WBANs.
IET Communications, 2018

The generalized proximal point algorithm with step size 2 is not necessarily convergent.
Comp. Opt. and Appl., 2018

A class of ADMM-based algorithms for three-block separable convex programming.
Comp. Opt. and Appl., 2018

Convergence analysis of the direct extension of ADMM for multiple-block separable convex minimization.
Adv. Comput. Math., 2018

Visible Light Based Occupancy Inference Using Ensemble Learning.
IEEE Access, 2018

Dynamic Interference Analysis of Coexisting Mobile WBANs for Health Monitoring.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Convergence Analysis of Douglas-Rachford Splitting Method for "Strongly + Weakly" Convex Programming.
SIAM J. Numerical Analysis, 2017

Lattice-Based Patterned Fabric Inspection by Using Total Variation with Sparsity and Low-Rank Representations.
SIAM J. Imaging Sciences, 2017

Primal-dual hybrid gradient method for distributionally robust optimization problems.
Oper. Res. Lett., 2017

Convergence Rate Analysis for the Alternating Direction Method of Multipliers with a Substitution Procedure for Separable Convex Programming.
Math. Oper. Res., 2017

Accelerated Uzawa methods for convex optimization.
Math. Comput., 2017

A sequential updating scheme of the Lagrange multiplier for separable convex programming.
Math. Comput., 2017

On the Iteration Complexity of Some Projection Methods for Monotone Linear Variational Inequalities.
J. Optimization Theory and Applications, 2017

An Algorithmic Framework of Generalized Primal-Dual Hybrid Gradient Methods for Saddle Point Problems.
Journal of Mathematical Imaging and Vision, 2017

Generalized Short Circuit Ratio for Multi Power Electronic based Devices Infeed Systems: Defi-nition and Theoretical Analysis.
CoRR, 2017

IEEE 802.15.6-based Prototype System for WBAN: Design and Implementation.
CoRR, 2017

Adaptive Consensus ADMM for Distributed Optimization.
CoRR, 2017

Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation.
CoRR, 2017

On the convergence of the direct extension of ADMM for three-block separable convex minimization models with one strongly convex function.
Comp. Opt. and Appl., 2017

Prototype System Based Enhanced Scheduled Access Mechanism for WBAN.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Adaptive Consensus ADMM for Distributed Optimization.
Proceedings of the 34th International Conference on Machine Learning, 2017

Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

WBAN on hardware: Implementation and optimization based on IEEE 802.15.6.
Proceedings of the International Conference on Computer, 2017

2016
Convergence Study on the Symmetric Version of ADMM with Larger Step Sizes.
SIAM J. Imaging Sciences, 2016

The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent.
Math. Program., 2016

On the Proximal Jacobian Decomposition of ALM for Multiple-Block Separable Convex Minimization Problems and Its Relationship to ADMM.
J. Sci. Comput., 2016

A token-based dynamic scheduled MAC protocol for health monitoring.
EURASIP J. Wireless Comm. and Networking, 2016

WBAN on NS-3: Novel implementation with high performance of IEEE 802.15.6.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

A Novel Method for Smoothing Raw GPS Data with Low Cost and High Reliability.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

2015
On Full Jacobian Decomposition of the Augmented Lagrangian Method for Separable Convex Programming.
SIAM Journal on Optimization, 2015

A Proximal Strictly Contractive Peaceman-Rachford Splitting Method for Convex Programming with Applications to Imaging.
SIAM J. Imaging Sciences, 2015

A Hybrid Lifetime Extended Directional Approach for WBANs.
Sensors, 2015

On non-ergodic convergence rate of Douglas-Rachford alternating direction method of multipliers.
Numerische Mathematik, 2015

Median filtering-based methods for static background extraction from surveillance video.
Numerical Lin. Alg. with Applic., 2015

Total variation based tensor decomposition for multi-dimensional data with time dimension.
Numerical Lin. Alg. with Applic., 2015

Generalized alternating direction method of multipliers: new theoretical insights and applications.
Math. Program. Comput., 2015

On the convergence rate of Douglas-Rachford operator splitting method.
Math. Program., 2015

A Strictly Contractive Peaceman-Rachford Splitting Method with Logarithmic-Quadratic Proximal Regularization for Convex Programming.
Math. Oper. Res., 2015

Convergence Analysis of the Generalized Alternating Direction Method of Multipliers with Logarithmic-Quadratic Proximal Regularization.
J. Optimization Theory and Applications, 2015

Further Study on the Convergence Rate of Alternating Direction Method of Multipliers with Logarithmic-quadratic Proximal Regularization.
J. Optimization Theory and Applications, 2015

The flare package for high dimensional linear regression and precision matrix estimation in R.
Journal of Machine Learning Research, 2015

Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

On energy-delay efficiency for WBAN: A multi-channel scheme.
Proceedings of the 2015 IEEE/CIC International Conference on Communications in China, 2015

On Energy-Saving in E-Healthcare: A Directional MAC Protocol for WBAN.
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015

An Energy-Efficient 2R MAC Based on IEEE 802.15.6 for Health Monitoring.
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015

2014
Patterned Fabric Inspection and Visualization by the Method of Image Decomposition.
IEEE Trans. Automation Science and Engineering, 2014

A Strictly Contractive Peaceman-Rachford Splitting Method for Convex Programming.
SIAM Journal on Optimization, 2014

A Generalized Proximal Point Algorithm and Its Convergence Rate.
SIAM Journal on Optimization, 2014

On the Convergence of Primal-Dual Hybrid Gradient Algorithm.
SIAM J. Imaging Sciences, 2014

A customized Douglas-Rachford splitting algorithm for separable convex minimization with linear constraints.
Numerische Mathematik, 2014

Computing the nearest Euclidean distance matrix with low embedding dimensions.
Math. Program., 2014

An augmented Lagrangian based parallel splitting method for separable convex minimization with applications to image processing.
Math. Comput., 2014

Linearized alternating direction method of multipliers for sparse group and fused LASSO models.
Computational Statistics & Data Analysis, 2014

Customized proximal point algorithms for linearly constrained convex minimization and saddle-point problems: a unified approach.
Comp. Opt. and Appl., 2014

2013
A Lagrangian Dual Approach to the Single-Source Localization Problem.
IEEE Trans. Signal Processing, 2013

Coupled Variational Image Decomposition and Restoration Model for Blurred Cartoon-Plus-Texture Images With Missing Pixels.
IEEE Trans. Image Processing, 2013

Local Linear Convergence of the Alternating Direction Method of Multipliers for Quadratic Programs.
SIAM J. Numerical Analysis, 2013

Constrained Total Variation Deblurring Models and Fast Algorithms Based on Alternating Direction Method of Multipliers.
SIAM J. Imaging Sciences, 2013

Forward-backward-based descent methods for composite variational inequalities.
Optimization Methods and Software, 2013

The GUS-property of second-order cone linear complementarity problems.
Math. Program., 2013

Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization.
Math. Comput., 2013

Inexact Alternating Direction Methods of Multipliers with Logarithmic-Quadratic Proximal Regularization.
J. Optimization Theory and Applications, 2013

Energy-efficient Relay MAC with Dynamic Power Control in Wireless Body Area Networks.
TIIS, 2013

A customized proximal point algorithm for convex minimization with linear constraints.
Comp. Opt. and Appl., 2013

An ADM-based splitting method for separable convex programming.
Comp. Opt. and Appl., 2013

2012
The Linearized Alternating Direction Method of Multipliers for Dantzig Selector.
SIAM J. Scientific Computing, 2012

On the O(1/n) Convergence Rate of the Douglas-Rachford Alternating Direction Method.
SIAM J. Numerical Analysis, 2012

On the O(1/t) Convergence Rate of Alternating Direction Method with Logarithmic-Quadratic Proximal Regularization.
SIAM Journal on Optimization, 2012

Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming.
SIAM Journal on Optimization, 2012

Convergence Analysis of Primal-Dual Algorithms for a Saddle-Point Problem: From Contraction Perspective.
SIAM J. Imaging Sciences, 2012

Alternating Direction Method for Covariance Selection Models.
J. Sci. Comput., 2012

An Accelerated Inexact Proximal Point Algorithm for Convex Minimization.
J. Optimization Theory and Applications, 2012

A Note on the Alternating Direction Method of Multipliers.
J. Optimization Theory and Applications, 2012

Efficient neural networks for solving variational inequalities.
Neurocomputing, 2012

A multi-block alternating direction method with parallel splitting for decentralized consensus optimization.
EURASIP J. Wireless Comm. and Networking, 2012

An efficient simultaneous method for the constrained multiple-sets split feasibility problem.
Comp. Opt. and Appl., 2012

An inexact parallel splitting augmented Lagrangian method for monotone variational inequalities with separable structures.
Comp. Opt. and Appl., 2012

A Barzilai-Borwein-based heuristic algorithm for locating multiple facilities with regional demand.
Comp. Opt. and Appl., 2012

2011
Inexact Alternating Direction Methods for Image Recovery.
SIAM J. Scientific Computing, 2011

Solving Large-Scale Least Squares Semidefinite Programming by Alternating Direction Methods.
SIAM J. Matrix Analysis Applications, 2011

An LQP-Based Decomposition Method for Solving a Class of Variational Inequalities.
SIAM Journal on Optimization, 2011

Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations.
SIAM Journal on Optimization, 2011

Alternating Direction Method for Image Inpainting in Wavelet Domains.
SIAM J. Imaging Sciences, 2011

Fast minimization methods for solving constrained total-variation superresolution image reconstruction.
Multidim. Syst. Sign. Process., 2011

An improved proximal alternating direction method for monotone variational inequalities with separable structure.
Comp. Opt. and Appl., 2011

2010
Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods.
SIAM J. Scientific Computing, 2010

The efficiency analysis for oligopolistic games when cost functions are non-separable.
IJMNO, 2010

2009
Bregman distances and Chebyshev sets.
Journal of Approximation Theory, 2009

Bregman distances and Klee sets.
Journal of Approximation Theory, 2009

2008
A new criterion for the inexact logarithmic-quadratic proximal method and its derived hybrid methods.
J. Global Optimization, 2008

An APPA-based descent method with optimal step-sizes for monotone variational inequalities.
European Journal of Operational Research, 2008

A modified descent method for co-coercive variational inequalities.
European Journal of Operational Research, 2008

A heuristic algorithm for constrained multi-source Weber problem - The variational inequality approach.
European Journal of Operational Research, 2008

2007
A descent method for structured monotone variational inequalities.
Optimization Methods and Software, 2007

The prediction-correction approach to nonlinear complementarity problems.
European Journal of Operational Research, 2007

2006
An Improved Extra-Gradient Method for Minimizing a Sum of p -norms - A Variational Inequality Approach.
Comp. Opt. and Appl., 2006

A Logarithmic-Quadratic Proximal Prediction-Correction Method for Structured Monotone Variational Inequalities.
Comp. Opt. and Appl., 2006

2005
The improvement with relative errors of he et al.'s inexact alternating direction method for monotone variational inequalities.
Mathematical and Computer Modelling, 2005

2004
Comparison of Two Kinds of Prediction-Correction Methods for Monotone Variational Inequalities.
Comp. Opt. and Appl., 2004

2002
Zero-voltage switching for the neutral-point-clamped (NPC) inverter.
IEEE Trans. Industrial Electronics, 2002


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