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KMS > 信息科学与技术学院 > PI研究组 > 王浩组

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	An extrapolated iteratively reweighted l(1) method with complexity analysis 期刊论文 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022 Authors: Wang, Hao; Zeng, Hao; Wang, Jiashan Adobe PDF(2961Kb) \| Favorite \| View/Download：15/0 \| Submit date：2022/10/18 l(p) regularization Extrapolation techniques Iteratively reweighted methods Kurdyka-Lojasiewicz Non-Lipschitz regularization
	Joint Sensor Selection, Beamforming and Phase Control in Reconfigurable Intelligent Surface Aided IoT Fusion Networks 期刊论文 IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 卷号: 11, 期号: 2 Authors: Zhou, Yuyan; Liu, Yang; Li, Ming; Wu, Qingqing; Wang, Hao Adobe PDF(703Kb) \| Favorite \| View/Download：70/0 \| Submit date：2021/12/17 Array processing Beamforming Energy utilization Internet of things Sensor networks Surface waves Group sparsities Internet of thing sensor network. Joint sensors Minimisation Power demands Reconfigurable Reconfigurable intelligent surface Sensor selection Sensors network Signal processing algorithms
	A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1 Authors: Wang, Hao; Yang, Xiangyu; Shi, Yuanming; Lin, Jun Adobe PDF(471Kb) \| Favorite \| View/Download：240/0 \| Submit date：2022/01/04 Computational modeling Convergence Hardware Biological neural networks Quantization (signal) Prediction algorithms Numerical models Deep learning model compression nonconvex regularization proximal iteratively reweighted inexact optimization
	An inexact first-order method for constrained nonlinear optimization 期刊论文 OPTIMIZATION METHODS & SOFTWARE, 2022 Authors: Wang, Hao; Zhang, Fan; Wang, Jiashan; Rong, Yuyang Adobe PDF(733Kb) \| Favorite \| View/Download：252/0 \| Submit date：2020/02/21 Nonlinear optimization sequential linear optimization constrained problems exact penalty functions convex composite optimization first-order methods
	Towards An Efficient Approach for the Nonconvex Lp Ball Projection: Algorithm and Analysis 期刊论文 JOURNAL OF MACHINE LEARNING RESEARCH, 2022, 卷号: 23, 期号: 101, 页码: 1-31 Authors: Yang XY(杨翔宇); Wang JS(王加山); Wang H(王浩) Unknown(0Kb) \| Favorite \| View/Download：48/1 \| Submit date：2022/05/27 Nonsmooth optimization Sparse regularization Nonconvex Lp ball projection Iterative methods Euclidean Iterative reweighting Iterative reweighting method Nonconvex Nonconvex &ell p ball projection Projection algorithms Projection analysis Sparse regularizations Weighted &ell 1 ball projection
	Convergence rate analysis of proximal iteratively reweighted 1 methods for p regularization problems 期刊论文 OPTIMIZATION LETTERS, 2022 Authors: Wang, Hao; Zeng, Hao; Wang, Jiashan View \| Adobe PDF(707Kb) \| Favorite \| View/Download：126/45 \| Submit date：2022/08/12 Algorithm for solving Convergence rates Iteratively reweighted algorithm Kurdyka–&lstrok ojasiewicz property Local Convergence Property Rate analysis Regularisation Sparse solutions &ell p regularization
	Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods 期刊论文 JOURNAL OF GLOBAL OPTIMIZATION, 2021, 卷号: 81, 期号: 3, 页码: 717-748 Authors: Wang, Hao; Zhang, Fan; Shi, Yuanming; Hu, Yaohua View \| Adobe PDF(661Kb) \| Favorite \| View/Download：277/82 \| Submit date：2021/10/29 Nonconvex and nonsmooth sparse optimization Iteratively reweighted methods
	Relating l(p) regularization and reweighted l(1) regularization 期刊论文 OPTIMIZATION LETTERS, 2021, 卷号: 15, 期号: 8, 页码: #VALUE! Authors: Wang, Hao; Zeng, Hao; Wang, Jiashan; Wu, Qiong Adobe PDF(951Kb) \| Favorite \| View/Download：92/0 \| Submit date：2021/04/01 l(p)-norm regularization Iteratively reweighted algorithm Nonconvex regularization Non-Lipschitz differentiable Maximum A Posterior Control engineering Optimization Global conver gence Maximum a posteriors Numerical experiments Regression problem Smoothing parameter Stationary points Updating strategy Worst case complexity
	Decentralized Approximate Newton Methods for Convex Optimization on Networked Systems 期刊论文 IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2021, 卷号: 8, 期号: 3, 页码: 1489-1500 Authors: Wei, Hejie; Qu, Zhihai; Wu, Xuyang; Wang, Hao; Lu, Jie View \| Adobe PDF(3835Kb) \| Favorite \| View/Download：316/124 \| Submit date：2021/09/30 Distributed optimization network optimization second-order methods
	CVaR-cardinality enhanced indexation optimization with tunable short-selling constraints 期刊论文 APPLIED ECONOMICS LETTERS, 2021 Authors: Zhao, Zhihua; Wang, Hao; Yang, Xiangyu; Xu, Fengmin Adobe PDF(783Kb) \| Favorite \| View/Download：102/0 \| Submit date：2020/04/08 Enhanced indexation CVaR cardinality out-of-sample analysis mixed-integer program

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