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数学与系统科学研究... [26]

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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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	Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization 期刊论文 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42 作者: Gao, Juan; Liu, Xin-Wei; Dai, Yu-Hong; Huang, Yakui; Gu, Junhua 收藏 \| 浏览/下载：11/0 \| 提交时间：2023/02/07 Distributed non-convex optimization Machine learning Momentum methods Optimization algorithms Convergence rate
	Understanding the acceleration phenomenon via high-resolution differential equations 期刊论文 MATHEMATICAL PROGRAMMING, 2022, 卷号: 195, 期号: 1-2, 页码: 79-148 作者: Shi, Bin; Du, Simon S.; Jordan, Michael, I; Su, Weijie J. 收藏 \| 浏览/下载：9/0 \| 提交时间：2023/02/07 Convex optimization First-order method Polyak's heavy ball method Nesterov's accelerated gradient methods Ordinary differential equation Lyapunov function Gradient minimization
	Joint Design of Hybrid Beamforming and Reflection Coefficients in RIS-Aided mmWave MIMO Systems 期刊论文 IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 卷号: 70, 期号: 4, 页码: 2404-2416 作者: Li, Renwang; Guo, Bei; Tao, Meixia; Liu, Ya-Feng; Yu, Wei 收藏 \| 浏览/下载：21/0 \| 提交时间：2022/06/21 Array signal processing Signal to noise ratio Interference Millimeter wave communication Radio frequency Quality of service Minimization Reconfigurable intelligent surface (RIS) mmWave hybrid beamforming sub-connected structure manifold optimization
	Learning with smooth Hinge losses 期刊论文 NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387 作者: Luo, JunRu; Qiao, Hong; Zhang, Bo 收藏 \| 浏览/下载：12/0 \| 提交时间：2022/04/02 Smooth Hinge loss Convex surrogate loss Support vector machine Trust region Newton method
	Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems With Joint Transmit and Reflective Beamforming 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 卷号: 20, 期号: 2, 页码: 1379-1393 作者: Xie, Hailiang; Xu, Jie; Liu, Ya-Feng 收藏 \| 浏览/下载：26/0 \| 提交时间：2021/04/26 Array signal processing MISO communication Optimization Wireless communication Signal to noise ratio Interference Computational complexity Intelligent reflecting surface (IRS) multi-cell systems multiple-input single-output (MISO) coordinated transmit beamforming reflective beamforming optimization
	Time-Division Energy Beamforming for Multiuser Wireless Power Transfer With Non-Linear Energy Harvesting 期刊论文 IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 卷号: 10, 期号: 1, 页码: 53-57 作者: Ma, Ganggang; Xu, Jie; Liu, Ya-Feng; Moghadam, Mohammad R. Vedady 收藏 \| 浏览/下载：20/0 \| 提交时间：2021/04/26 Energy beamforming wireless power transfer (WPT) non-linear energy harvesting time division
	Make l(1) regularization effective in training sparse CNN 期刊论文 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 卷号: 77, 期号: 1, 页码: 163-182 作者: He, Juncai; Jia, Xiaodong; Xu, Jinchao; Zhang, Lian; Zhao, Liang 收藏 \| 浏览/下载：13/0 \| 提交时间：2020/09/23 Sparse optimization l(1) regularization Dual averaging CNN
	SOLVING SYSTEMS OF QUADRATIC EQUATIONS VIA EXPONENTIAL-TYPE GRADIENT DESCENT ALGORITHM 期刊论文 JOURNAL OF COMPUTATIONAL MATHEMATICS, 2020, 卷号: 38, 期号: 4, 页码: 638-660 作者: Huang, Meng; Xu, Zhiqiang 收藏 \| 浏览/下载：20/0 \| 提交时间：2020/05/24 Low-rank matrix recovery Non-convex optimization Phase retrieval
	Stochastic proximal quasi-Newton methods for non-convex composite optimization 期刊论文 OPTIMIZATION METHODS & SOFTWARE, 2019, 卷号: 34, 期号: 5, 页码: 922-948 作者: Wang, Xiaoyu; Wang, Xiao; Yuan, Ya-xiang 收藏 \| 浏览/下载：55/0 \| 提交时间：2020/01/10 Non-convex composite optimization Polyak-Lojasiewicz (PL) inequality stochastic gradient stochastic variance reduction gradient symmetric rank one method rank one proximity operator complexity bound
	A new piecewise quadratic approximation approach for L-0 norm minimization problem 期刊论文 SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 1, 页码: 185-204 作者: Li, Qian; Bai, Yanqin; Yu, Changjun; Yuan, Ya-xiang 收藏 \| 浏览/下载：30/0 \| 提交时间：2019/03/05 sparse optimization non-convex approximation iterative thresholding algorithm

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