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A Momentum-Based Linearized Augmented Lagrangian Method for Nonconvex Constrained Stochastic Optimization 期刊论文
MATHEMATICS OF OPERATIONS RESEARCH, 2025
作者:  Shi, Qiankun;  Wang, Xiao
Adobe PDF(4921Kb)  |  收藏  |  浏览/下载：63/1  |  提交时间：2025/02/12
A Mapper Algorithm with implicit intervals and its optimization 预印本
2024
作者:  Tao, Yuyang;  Ge, Shufei
Adobe PDF(3369Kb)  |  收藏  |  浏览/下载：52/3  |  提交时间：2025/02/12
From Multipliers to Integrators: a Survey of Stochastic Computing Primitives 期刊论文
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2024, 卷号: PP, 期号: 99, 页码: 238-249
作者:  Shanshan Liu;  Josep L. Rosselló;  Siting Liu;  Xiaochen Tang;  Joan Font-Rosselló
Adobe PDF(1184Kb)  |  收藏  |  浏览/下载：301/2  |  提交时间：2024/03/29
HSB-GDM: A Hybrid Stochastic-Binary Circuit for Gradient Descent with Momentum in the Training of Neural Networks 会议论文
PROCEEDINGS OF THE 17TH ACM INTERNATIONAL SYMPOSIUM ON NANOSCALE ARCHITECTURES, NANOARCH 2022, Virtual, Online, United states, December 7, 2022 - December 9, 2022
作者:  Li, Han;  Shi, Heng;  Jiang, Honglan;  Liu, Siting
Adobe PDF(758Kb)  |  收藏  |  浏览/下载：366/4  |  提交时间：2023/07/14
Communication-Efficient Quantized SGD for Learning Polynomial Neural Network 会议论文
CONFERENCE PROCEEDINGS OF THE IEEE INTERNATIONAL PERFORMANCE, COMPUTING, AND COMMUNICATIONS CONFERENCE, Austin, TX, United states, October 29, 2021 - October 31, 2021
作者:  Zhanpeng Yang;  Yong Zhou;  Youlong Wu;  Yuanming Shi
Adobe PDF(2610Kb)  |  收藏  |  浏览/下载：599/0  |  提交时间：2022/07/01
Outage minimization for intelligent reflecting surface aided MISO communication systems via stochastic beamforming 会议论文
PROCEEDINGS OF THE IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP, Hangzhou, China, June 8, 2020 - June 11, 2020
作者:  Wenzhi Fang;  Min Fu;  Yuanming Shi;  Yong Zhou
Adobe PDF(348Kb)  |  收藏  |  浏览/下载：1174/274  |  提交时间：2020/12/04
An Efficient Method for Non-Convex Blind Deconvolution 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 113663-113674
作者:  Liu, Yixian
Adobe PDF(1769Kb)  |  收藏  |  浏览/下载：397/3  |  提交时间：2019/09/23
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