Shiqian Ma

发表

Penalty methods with stochastic approximation for stochastic nonlinear programming

Shiqian Ma, Ya-Xiang Yuan, Xiao Wang, 2013, Math. Comput..

Accelerated Linearized Bregman Method

Shiqian Ma, Bo Huang, Donald Goldfarb, 2011, J. Sci. Comput..

Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity pdf

Shiqian Ma, Tong Zhang, Ji Liu, 2018, NeurIPS.

Full Space and Subspace Methods for Large Scale Image Restoration

Shiqian Ma, Yanfei Wang, Qinghua Ma, 2010 .

Alternating Proximal Gradient Method for Convex Minimization

Shiqian Ma, Shiqian Ma, 2016, J. Sci. Comput..

Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization pdf

Shiqian Ma, Wei Liu, Xiao Wang, 2014, SIAM J. Optim..

Reduced-Rank Modeling for High-Dimensional Model-Based Clustering

Lei Yang, Shiqian Ma, Junhui Wang, 2018, Journal of Computational Mathematics.

Barzilai-Borwein Step Size for Stochastic Gradient Descent

Shiqian Ma, Conghui Tan, Yuqiu Qian, 2016, NIPS.

An alternating direction method for total variation denoising

Shiqian Ma, Donald Goldfarb, Zhiwei Qin, 2011, Optim. Methods Softw..

An Extragradient-Based Alternating Direction Method for Convex Minimization

Shiqian Ma, Tianyi Lin, Shuzhong Zhang, 2017, Found. Comput. Math..

Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning

Shiqian Ma, Shixiang Chen, Anthony Man-Cho So, 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

Zeroth-Order Algorithms for Nonconvex Minimax Problems with Improved Complexities pdf

Shiqian Ma, Krishnakumar Balasubramanian, Meisam Razaviyayn, 2020, ArXiv.

Joint Power and Admission Control: Non-Convex Approximation and An Efficient Polynomial Time Deflation Approach pdf

Shiqian Ma, Ya-Feng Liu, Yu-Hong Dai, 2013, ArXiv.

Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis

Shiqian Ma, Shuzhong Zhang, Junyu Zhang, 2017, Mathematical Programming.

The Impact-increment State Enumeration Method Based Component Level Resilience Indices of Transmission System

Shiqian Ma, Fei Wang, Hongjie Jia, 2019 .

A fast subspace method for image deblurring

Shiqian Ma, Yanfei Wang, Shiqian Ma, 2009, Appl. Math. Comput..

Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis

Shiqian Ma, Tianyi Lin, Shuzhong Zhang, 2016, Comput. Optim. Appl..

Stochastic Primal-Dual Method for Empirical Risk Minimization with $\mathcal{O}(1)$ Per-Iteration Complexity.

Shiqian Ma, Ji Liu, Conghui Tan, 2018 .

Efficient algorithms for robust and stable principal component pursuit problems

Shiqian Ma, Necdet Serhat Aybat, Donald Goldfarb, 2013, Comput. Optim. Appl..

Conv-TasSAN: Separative Adversarial Network Based on Conv-TasNet

Shiqian Ma, Xiangang Li, Hui Song, 2020, INTERSPEECH.

A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization

Shiqian Ma, Zhi-Quan Luo, Xiangfeng Wang, 2014, Math. Oper. Res..

Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers pdf

Shiqian Ma, Zhi-Quan Luo, Xiangfeng Wang, 2013, ArXiv.

GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization

Shiqian Ma, Wei Liu, Li Shen, 2017, ICML.

A General Inertial Proximal Point Algorithm for Mixed Variational Inequality Problem

Caihua Chen, Shiqian Ma, Junfeng Yang, 2015, SIAM J. Optim..

Highly accurate model for prediction of lung nodule malignancy with CT scans

Shiqian Ma, Xiuzhen Huang, Shuzhong Zhang, 2018, Scientific Reports.

A User-Oriented Pricing Design for Demand Response in Smart Grid

Shiqian Ma, Song Ci, Yang Yang, 2019, Wirel. Commun. Mob. Comput..

Joint Power and Admission Control: Non-Convex $L_{q}$ Approximation and An Effective Polynomial Time Deflation Approach

Shiqian Ma, Ya-Feng Liu, Yu-Hong Dai, 2013, IEEE Transactions on Signal Processing.

Robust Speaker Extraction Network Based on Iterative Refined Adaptation

Shiqian Ma, Xiangang Li, Yi Zhang, 2020 .

Deep Multi-task Network for Delay Estimation and Echo Cancellation.

Shiqian Ma, Yi Zhang, Hui Song, 2020 .

An Approach to Propose Optimal Energy Storage System in Real-Time Electricity Pricing Environments

Shiqian Ma, Yue Wang, Yunfei Mu, 2018 .

Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems

Shiqian Ma, Tianyi Lin, Shuzhong Zhang, 2015, Journal of Scientific Computing.

Sparse Subspace Clustering for Incomplete Images

Shiqian Ma, Wei Liu, Hong Cheng, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

On the Nonergodic Convergence Rate of an Inexact Augmented Lagrangian Framework for Composite Convex Programming

Shiqian Ma, Ya-Feng Liu, Xin Liu, 2016, Math. Oper. Res..

Accelerated dual-averaging primal–dual method for composite convex minimization

Tong Zhang, Shiqian Ma, Conghui Tan, 2020, Optim. Methods Softw..

Rongrong Ji, Shiqian Ma, Shih-Fu Chang, 2015, AAAI.

Convergence of Fixed-Point Continuation Algorithms for Matrix Rank Minimization

Shiqian Ma, Donald Goldfarb, D. Goldfarb, 2009, Found. Comput. Math..

Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants

Shiqian Ma, Necdet Serhat Aybat, N. S. Aybat, 2018, Proceedings of the IEEE.

ADMM for High-Dimensional Sparse Penalized Quantile Regression

Shiqian Ma, Jun Fan, Hui Zou, 2018, Technometrics.

Fast alternating linearization methods for minimizing the sum of two convex functions

Shiqian Ma, Katya Scheinberg, Donald Goldfarb, 2009, Math. Program..

A block coordinate descent method of multipliers: Convergence analysis and applications

Shiqian Ma, Zhi-Quan Luo, Xiangfeng Wang, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Alternating Direction Methods for Latent Variable Gaussian Graphical Model Selection

Shiqian Ma, Hui Zou, Lingzhou Xue, 2012, Neural Computation.

On the Global Linear Convergence of the ADMM with MultiBlock Variables

Shiqian Ma, Tianyi Lin, Shuzhong Zhang, 2014, SIAM J. Optim..

A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance pdf

Shiqian Ma, Lifeng Lai, Minhui Huang, 2020, ICML.

Semi-supervised sparse metric learning using alternating linearization optimization

Peng Liu, Shiqian Ma, Dacheng Tao, 2010, KDD.

Generative Adversarial Network Based Acoustic Echo Cancellation

Shiqian Ma, Xiangang Li, Hui Song, 2020, INTERSPEECH.

Tensor principal component analysis via convex optimization

Shiqian Ma, Shuzhong Zhang, Bo Jiang, 2012, Math. Program..

Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold

Shiqian Ma, Anthony Man-Cho So, Tong Zhang, 2018, SIAM J. Optim..

A smoothing SQP framework for a class of composite Lq\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$L_q$$\end{documen

Shiqian Ma, Ya-Feng Liu, Shuzhong Zhang, 2014, Mathematical Programming.

A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis pdf

Shiqian Ma, Bingyuan Liu, Shixiang Chen, 2020, INFORMS Journal on Optimization.

Robust Low-Rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method pdf

Shiqian Ma, Lifeng Lai, Minhui Huang, 2020, IEEE Transactions on Signal Processing.

Fixed point and Bregman iterative methods for matrix rank minimization

Shiqian Ma, Donald Goldfarb, Lifeng Chen, 2009, Math. Program..

Fast Multiple-Splitting Algorithms for Convex Optimization

Shiqian Ma, Donald Goldfarb, D. Goldfarb, 2009, SIAM J. Optim..

Adaptive Proximal Average Approximation for Composite Convex Minimization

Shiqian Ma, Wei Liu, Junzhou Huang, 2017, AAAI.

An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA pdf

Shiqian Ma, Hui Zou, Shixiang Chen, 2019, ArXiv.

Robust principal component analysis using facial reduction

Shiqian Ma, Fei Wang, Henry Wolkowicz, 2020 .

An efficient algorithm for compressed MR imaging using total variation and wavelets

Shiqian Ma, Yin Zhang, Wotao Yin, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Iteration Complexity Analysis of Multi-block ADMM for a Family of Convex Minimization Without Strong Convexity

Shiqian Ma, Tianyi Lin, Shuzhong Zhang, 2015, Journal of Scientific Computing.

Doubly Regularized Portfolio with Risk Minimization

Jun Wang, Shiqian Ma, Weiwei Shen, 2014, AAAI.

Dual-stage constructed random graph algorithm to generate random graphs featuring the same topological characteristics with power grids

Shiqian Ma, Lei Zhao, Yixin Yu, 2017 .

Low-M-Rank Tensor Completion and Robust Tensor PCA

Shiqian Ma, Bo Jiang, Shuzhong Zhang, 2015, IEEE Journal of Selected Topics in Signal Processing.

Tensor models: solution methods and applications

Shiqian Ma, Xiuzhen Huang, Shuzhong Zhang, 2016, Big Data over Networks.

Geometric Descent Method for Convex Composite Minimization

Shiqian Ma, Wei Liu, Shixiang Chen, 2017, NIPS.

An ADMM-based interior-point method for large-scale linear programming

Shiqian Ma, Tianyi Lin, Shuzhong Zhang, 2018, Optim. Methods Softw..

Sparse Inverse Covariance Selection via Alternating Linearization Methods

Shiqian Ma, Katya Scheinberg, Donald Goldfarb, 2010, NIPS.

A Riemannian smoothing steepest descent method for non-Lipschitz optimization on submanifolds pdf

Shiqian Ma, Xiaojun Chen, Chao Zhang, 2021, ArXiv.

Projection Robust Wasserstein Barycenters

Shiqian Ma, Lifeng Lai, Minhui Huang, 2021, ICML.

Research on the development of distributed power generation strategy through differential scheduling requirements

Shiqian Ma, Jie Zhang, Jingan Shang, 2021 .

Algorithms for sparse and low-rank optimization: convergence, complexity and applications

Shiqian Ma, Donald Goldfarb, D. Goldfarb, 2011 .

BRDF Model Inversion of Multiangular Remote Sensing : Ill-posedness and the Interior Point Solution Method

Shiqian Ma, Yanning Guan, Hua Yang, 2005 .

Positive-Definite 1 -Penalized Estimation of Large

Shiqian Ma, Hui Zou, Lingzhou Xue, 2012 .

An Alternating Manifold Proximal Gradient Method for Sparse Principal Component Analysis and Sparse Canonical Correlation Analysis

Shiqian Ma, Hui Zou, Shixiang Chen, 2020, INFORMS Journal on Optimization.