Machine Learning

[1] 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 ] [ 34 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] 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 ] [ 34 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] 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 ] [ 33 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] 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

IJCAI, 2022.7
[ Download ] [ 2022-06-18 16:46:21 uploaded by zhouyuan ] [ 112 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] 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 ] [ 37 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[6] 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 ] [ 19 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[7] 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 ] [ 18 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[8] 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 ] [ 17 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[9] 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 ] [ 19 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[10] 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 ] [ 25 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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