Machine Learning

[1] A geometric view of optimal transportation and generative model

Na Lei Dalian University of Technology Kehua Su Wuhan University Li Cui Beijing Normal University Shing-Tung Yau Harvard University Xianfeng Gu Stony Brook University

Computational Geometry Convex and Discrete Geometry Machine Learning TBD mathscidoc:1905.09001

Computer Aided Geometric Design, 68, 1-21, 2019.1
[ Download ] [ 2019-05-04 22:18:06 uploaded by ranier ] [ 1941 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[2] 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 ] [ 1937 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[3] New region force for variational models in image segmentation and high dimensional data clustering

Ke Wei University of California, Davis Ke Yin Huazhong University of Science and Technology Xue-Cheng Tai University of Bergen, Norway Tony F. Chan Hong Kong University of Science and Technology

Machine Learning mathscidoc:1704.41001

[ Download ] [ 2017-04-26 23:54:13 uploaded by inkyinke ] [ 1256 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[4] Trace ratio optimization with an application to multi-view learning

Li Wang The University of Texas at Arlington Lei-Hong Zhang Soochow University Ren-Cang Li The University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41002

Mathematical Programming, 201, 97-131, 2023.1
[ Download ] [ 2023-09-25 00:56:47 uploaded by rcli ] [ 1134 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[5] ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates

Zhimin Peng UCLA Yangyang Xu University of Alabama Ming Yan Michigan State University Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control Machine Learning mathscidoc:1703.25022

SIAM Journal on Scientific Computing, 38, (5), A2851-A2879, 2016
[ Download ] [ 2017-03-14 09:40:35 uploaded by yangyangxu ] [ 1120 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[6] Coordinate-friendly structures, algorithms and applications

Zhimin Peng UCLA Tianyu Wu UCLA Yangyang Xu University of Alabama Ming Yan Michigan State University Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control Machine Learning mathscidoc:1703.25025

Annals of Mathematical Sciences and Applications, 1, (1), 57 – 119, 2016
[ Download ] [ 2017-03-14 10:03:19 uploaded by mingyan08 ] [ 1072 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[7] Financial Signal Processing and Machine Learning

Ali N Akansu Jianqing Fan Dmitry M Malioutov

Machine Learning mathscidoc:1912.43395

2016.5
[ Download ] [ 2019-12-21 11:41:44 uploaded by Jianqing_Fan ] [ 1067 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[8] Proximal Exploration for Model-guided Protein Sequence Design

Zhizhou Ren Jiahan Li Fan Ding Yuan Zhou Jianzhu Ma Jian Peng

Machine Learning mathscidoc:2210.41002

International Conference on Machine Learning (ICML), 2022.6
[ Download ] [ 2022-10-07 16:27:59 uploaded by zhouyuan ] [ 1011 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[9] Block stochastic gradient iteration for convex and nonconvex optimization

Yangyang Xu University of Alabama Wotao Yin UCLA

Optimization and Control Machine Learning mathscidoc:1703.27001

SIAM Journal on Optimization, 25, (3), 1686-1716, 2015
[ Download ] [ 2017-03-14 09:23:24 uploaded by yangyangxu ] [ 973 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[10] On Global Linear Convergence in Stochastic Nonconvex Optimization for Semidefinite Programming

Jinshan Zeng Jiangxi Normal University Ke Ma Institute of Information Engineering, Chinese Academy of Sciences Yuan Yao Hong Kong University of Science and Technology

Machine Learning mathscidoc:2004.41002

Distinguished Paper Award in 2020

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 67, (16), 4261-4275, 2019.8
[ Download ] [ 2020-04-27 09:53:32 uploaded by JinshanZeng ] [ 958 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[11] Maximizing Sum of Coupled Traces with Applications

Li Wang The University of Texas at Arlington Lei-Hong Zhang Soochow University Ren-Cang Li The University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41003

Numerische Mathematik, 152, 587-629, 2022.9
[ Download ] [ 2023-09-25 01:01:41 uploaded by rcli ] [ 936 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[12] Towards Ultrahigh Dimensional Feature Selection for Big Data

Mingkui Tan South China University of Technology Ivor W. Tsang University of Technology Sydney Li Wang University of Texas at Arlington

Numerical Analysis and Scientific Computing Machine Learning mathscidoc:1904.25012

Best Paper Award in 2019

Journal of Machine Learning Research, 15, 59, 2014
[ Download ] [ 2019-04-27 03:23:44 uploaded by liwangucsd ] [ 932 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[13] Learning Low-dimensional Latent Graph Structures: A Density Estimation Approach

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

Machine Learning mathscidoc:2105.41005

IEEE Transactions on Neural Networks and Learning Systems, 31, (4), 1098-1112, 2020.3
[ Download ] [ 2021-05-07 10:15:45 uploaded by rcli ] [ 907 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[14] Transport information geometry I: Riemannian calculus on probability simplex

Wuchen Li UCLA

Differential Geometry Information Theory Mathematical Physics Machine Learning mathscidoc:2004.19001

arXiv:1803.06360, 2018.3
[ Download ] [ 2020-04-27 01:36:35 uploaded by lwc2017 ] [ 892 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[15] 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 ] [ 867 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[16] A generalized image quality improvement strategy of cone-beam CT using multiple spectral CT labels in Pix2pix GAN

Yangkang Jiang Zhejiang University Yibao Zhang Shenzhen Bay Laboratory Chen Luo Peking University Cancer Hospital & Institute Pengfei Yang Zhejiang University Jing Wang Zhejiang University Xiaokun Liang Chinese Academy of Sciences Wei Zhao Beihang University Ren-Cang Li The University of Texas at Arlington Tianye Niu Shenzhen Bay Laboratory

Machine Learning mathscidoc:2309.41004

Physics in Medicine & Biology, 67, 115003, 2022.8
[ Download ] [ 2023-09-25 01:26:11 uploaded by rcli ] [ 850 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[17] Learning Sparse Group Models Through Boolean Relaxation

Yijie Wang Computer Science Department, Indiana University Bloomington Yuan Zhou Yau Mathematical Sciences Center and Department of Mathematical Sciences, Tsinghua University Xiaoqing Huang Department of Biostatistics & Health Data Science, Indiana University Kun Huang Department of Biostatistics & Health Data Science, Indiana University Jie Zhang Department of Medical and Molecular Genetics, Indiana University Jianzhu Ma Institute for AI Industry Research, Tsinghua University

Machine Learning mathscidoc:2302.41003

International Conference on Learning Representations (ICLR), 2023.5
[ Download ] [ 2023-02-27 16:40:04 uploaded by zhouyuan ] [ 846 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[18] Robust high dimensional factor models with applications to statistical machine learning

Jianqing Fan Kaizheng Wang Yiqiao Zhong Ziwei Zhu

Machine Learning mathscidoc:1912.43399

arXiv preprint arXiv:1808.03889, 2018.8
[ Download ] [ 2019-12-21 11:42:03 uploaded by Jianqing_Fan ] [ 794 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[19] Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information

Boxiao Chen College of Business Administration, University of Illinois at Chicago David Simchi-Levi Institute for Data, Systems and Society, Operations Research Center, Department of Civil and Environmental Engineering, Massachusetts Institute of Technology Yining Wang Warrington College of Business, University of Florida Yuan Zhou Yanqi Lake Beijing Institute of Mathematical Science and Applications

Machine Learning mathscidoc:2302.41001

Management Science, 68, (8), 5684–5703, 2022.8
[ Download ] [ 2023-02-27 16:32:43 uploaded by zhouyuan ] [ 775 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[20] Deep Neural Networks with Data Dependent Implicit Activation Function

Bao Wang UCLA Xiyang Luo UCLA Zhen Li Tsinghua University Wei Zhu Duke University Zuoqiang Shi Tsinghua University Stanley Osher UCLA

Machine Learning mathscidoc:1803.41001

[ Download ] [ 2018-03-20 20:27:32 uploaded by shizqi ] [ 772 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[21] Constructive Neural Network Learning

Shaobo Lin Wenzhou University Jinshan Zeng Jiangxi Normal University Xiaoqin Zhang Wenzhou University

Machine Learning mathscidoc:1903.41001

IEEE Transactions on Cybernetics, 49, (1), 2019.1
[ Download ] [ 2019-03-19 20:25:11 uploaded by JinshanZeng ] [ 740 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[22] Off-Policy Reinforcement Learning with Delayed Rewards

Beining Han Zhizhou Ren Zuofan Wu Yuan Zhou Jian Peng

Machine Learning mathscidoc:2210.41001

International Conference on Machine Learning (ICML), 2022.6
[ Download ] [ 2022-10-07 16:20:24 uploaded by zhouyuan ] [ 708 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[23] Unique Sharp Local Minimum in L1-minimization Complete Dictionary Learning

Yu Wang UC Berkeley Siqi Wu Citadel Bin Yu UC Berkeley

Machine Learning mathscidoc:2004.41003

JMLR, 21, (63), 2020
[ Download ] [ 2020-04-28 02:06:46 uploaded by shifwang ] [ 698 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[24] Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms

Haoran Sun University of Minnesota Mingyi Hong University of Minnesota

Optimization and Control Machine Learning mathscidoc:2004.27017

IEEE Transactions on Signal Processing, 67, (22), 5912-5928, 2019.9
[ Download ] [ 2020-04-27 13:17:09 uploaded by sunhr ] [ 691 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[25] Ricci curvature for parametric statistics via optimal transport

Wuchen Li UCLA Guido Montufar UCLA

Differential Geometry Information Theory Machine Learning mathscidoc:2004.41001

Information geometry, 2020.1
[ Download ] [ 2020-04-27 01:31:01 uploaded by lwc2017 ] [ 679 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