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Deep Learning Tasks Processing in Fog-RAN 会议论文
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), Honolulu, HI, USA, 22-25 Sept. 2019
Authors:  Sheng Hua;  Xiangyu Yang;  Kai Yang;  Gao Yin;  Yuanming Shi;  Hao Wang
Adobe PDF(928Kb)  |  Favorite  |  View/Download:35/1  |  Submit date:2019/11/19
On-Device Federated Learning via Second-Order Optimization with Over-the-Air Computation 会议论文
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), Honolulu, HI, USA, 22-25 Sept. 2019
Authors:  Sheng Hua;  Kai Yang;  Yuanming Shi
Favorite  |  View/Download:56/0  |  Submit date:2019/07/12
Finite-Time-Consensus-Based Methods for Distributed optimization 会议论文
2019 Chinese Control Conference (CCC), Guangzhou, China, 27-30 July 2019
Authors:  Zhihai Qu;  Xuyang Wu;  Jie Lu
Favorite  |  View/Download:12/0  |  Submit date:2019/11/27
An Efficient Method for Non-Convex Blind Deconvolution 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 113663-113674
Authors:  Liu, Yixian
Adobe PDF(1769Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2019/09/23
Global optimization in Hilbert space 期刊论文
MATHEMATICAL PROGRAMMING, 2019, 卷号: 173, 期号: 1-2, 页码: 221-249
Authors:  Houska, Boris;  Chachuat, Benoit
View  |  Adobe PDF(640Kb)  |  Favorite  |  View/Download:101/34  |  Submit date:2018/12/24
Distributed Fenchel Dual Gradient Methods Enabling a Smoothing Technique for Nonsmooth Optimization 会议论文
2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC), Miami Beach, FL, 17-19 Dec. 2018
Authors:  Wu, Xuyang;  Sou, Kin Cheong;  Lu, Jie
Adobe PDF(515Kb)  |  Favorite  |  View/Download:37/0  |  Submit date:2019/02/27
An Approximately-Zero-Gradient-Sum Algorithm for Consensus Optimization 会议论文
2018 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV), Singapore, 18-21 Nov. 2018
Authors:  Wei, Hejie;  Qu, Zhihai;  Wu, Xuyang;  Wang, Hao;  Lu, Jie
Adobe PDF(471Kb)  |  Favorite  |  View/Download:69/0  |  Submit date:2019/03/17
Chebyshev model arithmetic for factorable functions 期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2017, 卷号: 68, 期号: 2, 页码: 413-438
Authors:  Rajyaguru, Jai;  Villanueva, Mario E.;  Houska, Boris;  Chachuat, Benoit
View  |  Adobe PDF(848Kb)  |  Favorite  |  View/Download:118/26  |  Submit date:2017/07/04
Fenchel Dual Gradient Methods for Distributed Convex Optimization over Time-varying Networks 会议论文
2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), Melbourne, VIC, 12-15 Dec. 2017
Authors:  Wu, Xuyang;  Lu, Jie
View  |  Adobe PDF(432Kb)  |  Favorite  |  View/Download:730/74  |  Submit date:2018/03/01
Deterministic Coordinate Descent Algorithms for Smooth Convex Optimization 会议论文
2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), Melbourne, VIC, 12-15 Dec. 2017
Authors:  Wu, Xuyang;  Lu, Jie
Adobe PDF(180Kb)  |  Favorite  |  View/Download:134/0  |  Submit date:2018/03/01