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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：172/0  |  提交时间：2021/12/28
Smooth Hinge loss  Convex surrogate loss  Support vector machine  Trust region Newton method  
Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者:  Akshay Agrawal;  Shane Barratt;  Stephen Boyd
Adobe PDF(1593Kb)  |  收藏  |  浏览/下载：166/48  |  提交时间：2021/06/11
Convex optimization  differentiable optimization  machine learning  
Fast Generation of Chance-Constrained Flight Trajectory for Unmanned Vehicles 期刊论文
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2021, 卷号: 57, 期号: 2, 页码: 1028-1045
作者:  Chai, Runqi;  Tsourdos, Antonios;  Al Savvaris;  Wang, Shuo;  Xia, Yuanqing;  Chai, Senchun
收藏  |  浏览/下载：161/0  |  提交时间：2021/06/07
Unmanned aerial vehicles  Probabilistic logic  Trajectory optimization  Mathematical model  Aerodynamics  Vehicle dynamics  Trajectory planning  Chance constrained  convex approximation  convex optimization  convexification  trajectory optimization  unmanned vehicle  
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 3, 页码: 1204-1216
作者:  Xu, Jiamiao;  Wang, Fangzhao;  Peng, Qinmu;  You, Xinge;  Wang, Shuo;  Jing, Xiao-Yuan;  Chen, C. L. Philip
收藏  |  浏览/下载：284/0  |  提交时间：2021/04/27
Robustness  Laplace equations  Technological innovation  Learning systems  Data models  Gaussian noise  Convex functions  Block-diagonal representation learning  cross-view classification  low-rank representation  multiview learning  
Saliency Detection via Manifold Ranking Based on Robust Foreground 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 73-84
作者:  Wei-Ping Ma;  Wen-Xin Li;  Jin-Chuan Sun;  Peng-Xia Cao
浏览  |  Adobe PDF(3408Kb)  |  收藏  |  浏览/下载：174/41  |  提交时间：2021/02/23
Saliency detection  manifold ranking  boundary connectivity  convex hull  robust foreground