Machine Learning

[26] Diffusion Mechanism in Residual Neural Network: Theory and Applications

Tangjun Wang epartment of Mathematical Sciences, Tsinghua University, Beijing 100084, China Zehao Dou Department of Statistics and Data Science, Yale University Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, Beijing 100084, China, and also with Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, Beijing 101408, Chin Zuoqiang Shi au Mathematical Sciences Center, Tsinghua University, Beijing 100084, China, and also with Yanqi Lake Beijing Institute of Mathematical Sciences and Applications, Beijing 101408, China

Machine Learning mathscidoc:2206.41002

2022.5
[ Download ] [ 2022-06-13 16:53:03 uploaded by Baocl ] [ 441 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[27] A scalable deep learning approach for solving high-dimensional dynamic optimal transport

Wei Wan School of mathematics and physics, North China Electric Power University Yuejin Zhang Department of Mathematical Science, Tsinghua University Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University, and Yaqi Lake Beijing Institute of Mathematical Sciences and Applications Bin Dong Beijing International Center for Mathematical Research, Peking University, and Center for Ma- chine Learning Research, Peking University Zuoqiang Shi Yau Mathematical Sciences Center, Tsinghua University, and Yaqi Lake Beijing Institute of Mathematical Sciences and Applications

Machine Learning mathscidoc:2206.41001

2022.5
[ Download ] [ 2022-06-13 16:46:11 uploaded by Baocl ] [ 543 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[28] On ADMM in Deep Learning: Convergence and Saturation-Avoidance

Jinshan Zeng Jiangxi Normal University Shao-Bo Lin Xi'an Jiaotong University Yuan Yao Hong Kong University of Science and Technology Ding-Xuan Zhou City University of Hong Kong

Machine Learning mathscidoc:2110.41001

Journal of Machine Learning Research, 22, (199), 1-67, 2021.9
[ Download ] [ 2021-10-21 15:27:03 uploaded by JinshanZeng ] [ 1029 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[29] ComNet: Combinational Neural Network for Object Detection in UAV-Borne Thermal Images

Minglei Li Xingke Zhao Jiasong Li Liangliang Nan

Information Theory Probability Statistics Theory and Methods Machine Learning Data Analysis Statistics Theory and Methods,Data Analysis mathscidoc:2106.19001

IEEE Transactions on Geoscience and Remote Sensing, 2020.10
[ Download ] [ 2021-06-21 15:30:45 uploaded by liangliangnan ] [ 2789 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[30] A Scalable Algorithm for Large-scale Unsupervised Multi-view Partial Least Squares

Li Wang University of Texas at Arlington Ren-Cang Li University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2105.41009

IEEE Transactions on Big Data, 8, (4), 1073-1083, 2022.7
[ Download ] [ 2021-05-07 11:07:10 uploaded by rcli ] [ 729 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

Show all 3 5 10 25 papers per page.
Sort by time views
 
Contact us: office-iccm@tsinghua.edu.cn | Copyright Reserved