引用次数
引用: 4,969
H-指数: 28
I10-指数 : 43
出版物: 66
Proximal gradient method for huberized support vector machine
Amit Chakraborty , Yangyang Xu , Ioannis Akrotirianakis
arXiv: Machine Learning
23
2015
Hybrid Jacobian and Gauss-Seidel proximal block coordinate update methods for linearly constrained convex programming
Yangyang Xu
arXiv: Optimization and Control
22
2016
A Primer on Coordinate Descent Algorithms
Wotao Yin , Yangyang Xu , Shenyinying Tu , Hao-Jun Michael Shi
arXiv: Optimization and Control
91
2016
Lower complexity bounds of first-order methods for convex-concave bilinear saddle-point problems
Yangyang Xu , Yuyuan Ouyang
arXiv: Optimization and Control
144
2018
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization
Mohammad Ghavamzadeh , Yinlam Chow , Yangyang Xu , Bo Liu
neural information processing systems 31 1065 -1075
12
2018
Asynchronous parallel primal–dual block coordinate update methods for affinely constrained convex programs
Yangyang Xu
Computational Optimization and Applications 72 ( 1) 87 -113
4
2019
Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection
Witold Pedrycz , Yangyang Xu , Jun Fang , Nan Zhou
arXiv: Learning
81
2015
Alternating direction method of multipliers for regularized multiclass support vector machines
Amit Chakraborty , Yangyang Xu , Ioannis Akrotirianakis
arXiv: Machine Learning
2015
Rate-improved Inexact Augmented Lagrangian Method for Constrained Nonconvex Optimization
Sijia Liu , Yangyang Xu , Songtao Lu , Pin-Yu Chen
arXiv: Optimization and Control
24
2020
Adaptive Primal-Dual Stochastic Gradient Method for Expectation-constrained Convex Stochastic Programs
Yangyang Xu , Yonggui Yan
arXiv: Optimization and Control
6
2020
First-Order Methods for Constrained Convex Programming Based on Linearized Augmented Lagrangian Function
Yangyang Xu
INFORMS Journal on Optimization 3 ( 1) 89 -117
19
2021
HOSVD based multidimensional parameter estimation for massive MIMO system from incomplete channel measurements
Fuxi Wen , Yangyang Xu
Multidimensional Systems and Signal Processing 29 ( 4) 1255 -1267
6
2018
On the convergence of higher-order orthogonal iteration
Yangyang Xu
Linear & Multilinear Algebra 66 ( 11) 2247 -2265
8
2018
Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation
Nan Zhou , Badong Chen , Yuanhua Du , Tao Jiang
IEEE Transactions on Neural Networks 31 ( 10) 3877 -3891
11
2020
Primal-Dual Stochastic Gradient Method for Convex Programs with Many Functional Constraints
Yangyang Xu
Siam Journal on Optimization 30 ( 2) 1664 -1692
9
2020
Fast Algorithms for Higher-Order Singular Value Decomposition from Incomplete Data
Yangyang Xu
Journal of Computational Mathematics 35 ( 4) 397 -422
16
2017
Multitask n -vehicle exploration problem: Complexity and algorithm
Yangyang Xu , Jinchuan Cui
Journal of Systems Science & Complexity 25 ( 6) 1080 -1092
5
2012
ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates
Zhimin Peng , Yangyang Xu , Ming Yan , Wotao Yin
arXiv: Optimization and Control
274
2015
Accelerated First-Order Primal-Dual Proximal Methods for Linearly Constrained Composite Convex Programming
Yangyang Xu
Siam Journal on Optimization 27 ( 3) 1459 -1484
88
2017
Iteration complexity of inexact augmented Lagrangian methods for constrained convex programming
Yangyang Xu
Mathematical Programming 185 ( 1) 199 -244
24
2021