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数学与系统科学研究... [16]

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限定条件	专题：数学与系统科学研究院第一署名单位第一作者单位通讯作者单位

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	A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai-Borwein Stepsizes 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4627-4638 作者: Yu, Tengteng; Liu, Xin-Wei; Dai, Yu-Hong; Sun, Jie 收藏 \| 浏览/下载：2/0 \| 提交时间：2022/04/02 Convergence Convex functions Risk management Gradient methods Learning systems Sun Barzilai-Borwein (BB) method empirical risk minimization (ERM) proximal method stochastic gradient trust-region
	Dual-density-based reweighted l(1)-algorithms for a class of l(0)-minimization problems 期刊论文 JOURNAL OF GLOBAL OPTIMIZATION, 2021, 页码: 24 作者: Xu, Jialiang; Zhao, Yun-Bin 收藏 \| 浏览/下载：52/0 \| 提交时间：2021/06/01 Merit functions for sparsity l(0)-minimization Dual-density-based algorithm Strict complementarity Bilevel optimization Convex relaxation
	AN ALTERNATING MINIMIZATION METHOD FOR MATRIX COMPLETION PROBLEMS 期刊论文 DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S, 2020, 卷号: 13, 期号: 6, 页码: 1757-1772 作者: Shen, Yuan; Liu, Xin 收藏 \| 浏览/下载：33/0 \| 提交时间：2020/05/24 Matrix completion symmetric low rank product minimization singular value decomposition alternating minimization
	ADAPTIVE LOW-NONNEGATIVE-RANK APPROXIMATION FOR STATE AGGREGATION OF MARKOV CHAINS 期刊论文 SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2020, 卷号: 41, 期号: 1, 页码: 244-278 作者: Duan, Yaqi; Wang, Mengdi; Wen, Zaiwen; Yuan, Yaxiang 收藏 \| 浏览/下载：10/0 \| 提交时间：2020/09/23 Markov chain state aggregation nonnegative matrix factorization atomic norm proximal alternating linearized minimization
	Extended ADMM and BCD for nonseparable convex minimization models with quadratic coupling terms: convergence analysis and insights 期刊论文 MATHEMATICAL PROGRAMMING, 2019, 卷号: 173, 期号: 1-2, 页码: 37-77 作者: Chen, Caihua; Li, Min; Liu, Xin; Ye, Yinyu 收藏 \| 浏览/下载：58/0 \| 提交时间：2019/03/11 Nonseparable convex minimization Alternating direction method of multipliers Block coordinate descent method Iterate convergence Random permutation
	Strong convergence and bounded perturbation resilience of a modified proximal gradient algorithm 期刊论文 Journal of Inequalities and Applications, 2018, 卷号: 2018, 期号: 1 作者: Guo,Yanni; Cui,Wei 收藏 \| 浏览/下载：19/0 \| 提交时间：2018/07/30 Strong convergence Bounded perturbation resilience Modified proximal gradient algorithm Viscosity approximation Convex minimization problem
	A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806 作者: Ding, Shuguang; Nie, Xiangli; Qiao, Hong; Zhang, Bo 收藏 \| 浏览/下载：21/0 \| 提交时间：2018/07/30 Convex hull decomposition kernel online classification projection
	A GENERAL TWO-LEVEL SUBSPACE METHOD FOR NONLINEAR OPTIMIZATION 期刊论文 JOURNAL OF COMPUTATIONAL MATHEMATICS, 2018, 卷号: 36, 期号: 6, 页码: 881-902 作者: Chen, Chong; Wen, Zaiwen; Yuan, Yaxiang 收藏 \| 浏览/下载：23/0 \| 提交时间：2019/03/05 Nonlinear optimization Convex and nonconvex problems Subspace technique Multigrid/multilevel method Large-scale problems
	A SEQUENTIAL UPDATING SCHEME OF THE LAGRANGE MULTIPLIER FOR SEPARABLE CONVEX PROGRAMMING 期刊论文 MATHEMATICS OF COMPUTATION, 2017, 卷号: 86, 期号: 303, 页码: 315-343 作者: Dai, Yu-Hong; Han, Deren; Yuan, Xiaoming; Zhang, Wenxing 收藏 \| 浏览/下载：26/0 \| 提交时间：2018/07/30 Convex programming augmented Lagrangian method splitting method method of multipliers image processing
	Smoothing projected Barzilai-Borwein method for constrained non-Lipschitz optimization 期刊论文 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2016, 卷号: 65, 期号: 3, 页码: 671-698 作者: Huang, Yakui; Liu, Hongwei 收藏 \| 浏览/下载：29/0 \| 提交时间：2018/07/30 Smoothing projected Barzilai-Borwein algorithm Constrained non-Lipschitz optimization Nonsmooth nonconvex optimization Smoothing approximation l(2)-l(p) problem Image restoration Stochastic linear complementarity problem

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