Machine Learning

[1] Multi-view learning for lymph node metastasis prediction using tumor and nodal radiomics in gastric cancer

Jing Yang Peking University Aerospace School of Clinical Medicine Li Wang The University of Texas at Arlington Jiale Qin Zhejiang University Jichen Du Peking University Aerospace School of Clinical Medicine Mingchao Ding Peking University Aerospace School of Clinical Medicine Tianye Niu Shenzhen Bay Laboratory Ren-Cang Li The University of Texas at Arlington

Machine Learning mathscidoc:2309.41005

Physics in Medicine & Biology, 67, 055007, 2022.5
[ Download ] [ 2023-09-25 01:33:39 uploaded by rcli ] [ 732 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] 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
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[3] 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 ] [ 1149 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[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
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[5] Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep Extensions

Li Wang The University of Texas at Arlington Ren-Cang Li The University of Texas at Arlington Wen-Wei Lin National Chiao Tung University

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41001

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 34, (8), 4371-4385, 2023.8
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[6] Identifying knot types of polymer conformations by machine learning

Olafs Vandans City University of Hong Kong Kaiyuan Yang National University of Singapore Zhongtao Wu Chinese University of Hong Kong Liang Dai City University of Hong Kong

Machine Learning mathscidoc:2307.41001

Physical Review E, 101, 2020.2
[ Download ] [ 2023-07-30 15:33:10 uploaded by zbarwu ] [ 436 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[7] 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 ] [ 1093 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[8] Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning

Zihan Zhang Department of Automation, Tsinghua University Yuhang Jiang Department of Automation, Tsinghua University Yuan Zhou Yau Mathematical Sciences Center & Department of Mathematical Sciences, Tsinghua University Xiangyang Ji Department of Automation, Tsinghua University

Machine Learning mathscidoc:2302.41002

Conference on Neural Information Processing Systems (NeurIPS), 2022.12
[ Download ] [ 2023-02-27 16:35:50 uploaded by zhouyuan ] [ 662 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[9] 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 ] [ 880 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[10] 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 ] [ 1180 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[11] 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 ] [ 797 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[12] Learning with matching in data-generating experiments

Yannis G. Yatracos Yau Mathematical Sciences Center Tsinghua University, Beijing

Machine Learning mathscidoc:2206.41015

2021.6
[ Download ] [ 2022-06-21 16:48:05 uploaded by yatracos ] [ 466 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[13] Fiducial matching for the approximate posterior: F-ABC

Yannis G. Yatracos Yau Mathematical Sciences Center Tsinghua University; Beijing Institute of Mathematical Sciences and Applications

Machine Learning mathscidoc:2206.41014

2022.6
[ Download ] [ 2022-06-21 16:44:54 uploaded by yatracos ] [ 434 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[14] Selection of data-generating experiments identifiability and expected P-values

Yannis G. Yatracos Yau Mathematical Sciences Center Tsinghua University, Beijing; Beijing Institute of Mathematical Sciences and Applications

Machine Learning mathscidoc:2206.41013

2022.5
[ Download ] [ 2022-06-21 16:40:30 uploaded by yatracos ] [ 399 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[15] Dynamic Car Dispatching and Pricing: Revenue and Fairness for Ridesharing Platforms

Zishuo Zhao University of Illinois Urbana-Champaign Xi Chen New York University Xuefeng Zhang University of Illinois Urbana-Champaign Yuan Zhou Yau Mathematical Sciences Center, Tsinghua University

Machine Learning mathscidoc:2206.41012

International Joint Conference on Artificial Intelligence (IJCAI), 2022.7
[ Download ] [ 2022-06-18 16:46:21 uploaded by zhouyuan ] [ 678 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[16] Brain-inspired reverse adversarial examples

Shaokai Ye Tsinghua Univerity, China Sia Huat Tan Tsinghua Univerity, China Kaidi Xu Northeastern University, USA Yanzhi Wang Northeastern University, USA Chenglong Bao Tsinghua Univerity, China Kaisheng Ma Tsinghua Univerity, China

Machine Learning mathscidoc:2206.41011

2019.5
[ Download ] [ 2022-06-16 15:57:22 uploaded by Baocl ] [ 233 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[17] Fast sparsity based orthogonal dictionary learning for image restoration

Chenglong Bao Department of Mathematics, National University of Singapore, Singapore,119076 Jian-Feng Cai Department of Mathematics, University of Iowa, Iowa City, IA, USA, 52242 Hui Ji Department of Mathematics, National University of Singapore, Singapore,119076

Machine Learning mathscidoc:2206.41010

ICCV, 2013.4
[ Download ] [ 2022-06-16 15:49:29 uploaded by Baocl ] [ 314 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[18] L0 norm based dictionary learning by proximal methods with global convergence

Chenglong Bao Department of Mathematics, National University of Singapore, Singapore, 119076 Hui Ji Department of Mathematics, National University of Singapore, Singapore, 119076 Yuhui Quan Department of Mathematics, National University of Singapore, Singapore, 119076 Zuowei Shen Department of Mathematics, National University of Singapore, Singapore, 119076

Machine Learning mathscidoc:2206.41009

CVPR, 2014.7
[ Download ] [ 2022-06-16 15:45:50 uploaded by Baocl ] [ 275 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[19] A convergent incoherent dictionary learning algorithm for sparse coding

Chenglong Bao Department of Mathematics, National University of Singapore, Singapore Yuhui Quan Department of Mathematics, National University of Singapore, Singapore Hui Ji Department of Mathematics, National University of Singapore, Singapore

Machine Learning mathscidoc:2206.41008

ECCV, 2014.7
[ Download ] [ 2022-06-16 15:43:33 uploaded by Baocl ] [ 282 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[20] Equiangular kernel dictionary learning with applications to dynamic texture analysis

Yuhui Quan School of Computer Science & Engineering, South China Univ. of Tech., Guangzhou 510006, China; Department of Mathematics, National University of Singapore, Singapore 117542 Chenglong Bao Department of Mathematics, National University of Singapore, Singapore 117542 Hui Ji Department of Mathematics, National University of Singapore, Singapore 117542

Machine Learning mathscidoc:2206.41007

CVPR, 2016.4
[ Download ] [ 2022-06-16 15:36:44 uploaded by Baocl ] [ 319 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[21] Robust Document Distance with Wasserstein-Fisher-Rao Metric

Zihao Wang BNRist, Department of Computer Science and Technology, RIIT, Institute of Internet Industry, Tsinghua University Datong Zhou Department of Mathematical Sciences, Tsinghua University Ming Yang Department of Computer Science and Technology, Tsinghua University Yong Zhang BNRist, Department of Computer Science and Technology, RIIT, Institute of Internet Industry, Tsinghua University Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University Hao Wu Department of Mathematical Sciences, Tsinghua University

Machine Learning mathscidoc:2206.43017

ACML, 2020.11
[ Download ] [ 2022-06-16 15:19:09 uploaded by Baocl ] [ 349 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[22] Light-weight calibrator: a separable component for unsupervised domain adaptation

Shaokai Ye Institute for interdisciplinary information core technology(IIISCT), China Kailu Wu Tsinghua University, China Mu Zhou University of Tsukuba, Japan Yunfei Yang Tsinghua University, China Sia huat Tan Tsinghua University, China Kaidi Xu Northeastern University, USA Jiebo Song Institute for interdisciplinary information core technology(IIISCT), China Chenglong Bao Tsinghua University, China Kaisheng Ma Tsinghua University, China

Machine Learning mathscidoc:2206.41006

CVPR, 2020.6
[ Download ] [ 2022-06-16 15:09:23 uploaded by Baocl ] [ 329 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[23] Auxiliary Training: Towards Accurate and Robust Models

Linfeng Zhang Tsinghua University; Institute for interdisciplinary Information Core Technology Muzhou Yu Institute for interdisciplinary Information Core Technology; Xi’an Jiaotong University Tong Chen Tsinghua University Zuoqiang Shi Tsinghua University Chenglong Bao Tsinghua University Kaisheng Ma Tsinghua University

Machine Learning mathscidoc:2206.41005

CVPR, 2020.4
[ Download ] [ 2022-06-15 22:28:41 uploaded by Baocl ] [ 567 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[24] Interpolation between Residual and Non-Residual Networks

Zonghan Yang Institute for Artificial Intelligence, Beijing National Research Center for Information Science and Technology, Department of Computer Science and Technology, Tsinghua University Yang Liu Institute for Artificial Intelligence, Beijing National Research Center for Information Science and Technology, Department of Computer Science and Technology, Tsinghua University Chenglong Bao Yau Mathematical Sciences Center, Tsinghua University Zuoqiang Shi Department of Mathematical Sciences, Tsinghua University

Machine Learning mathscidoc:2206.41004

ICML, 2020.8
[ Download ] [ 2022-06-15 22:24:10 uploaded by Baocl ] [ 368 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[25] Barzilai–Borwein-based adaptive learning rate for deep learning

Jinxiu Liang South China University of Technology, Guangzhou 510006, China Yong Xu South China University of Technology, Guangzhou 510006, China; Peng Cheng Laboratory, Shenzhen 510852, China Chenglong Bao Tsinghua University, Beijing 100084, China Yuhui Quan South China University of Technology, Guangzhou 510006, China Hui Ji National University of Singapore, Singapore 117543, Singapore

Machine Learning mathscidoc:2206.41003

Pattern Recognition Letters, 128, (1), 197-203, 2019.12
[ Download ] [ 2022-06-13 22:18:43 uploaded by Baocl ] [ 461 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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