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Xiangxiang Xu

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Operator SVD with Neural Networks via Nested Low-Rank Approximation

Feb 06, 2024
J. Jon Ryu, Xiangxiang Xu, H. S. Melihcan Erol, Yuheng Bu, Lizhong Zheng, Gregory W. Wornell

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A Geometric Framework for Neural Feature Learning

Sep 18, 2023
Xiangxiang Xu, Lizhong Zheng

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Kernel Subspace and Feature Extraction

Jan 04, 2023
Xiangxiang Xu, Lizhong Zheng

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On Distributed Learning with Constant Communication Bits

Sep 14, 2021
Xiangxiang Xu, Shao-Lun Huang

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Maximum Likelihood Estimation for Multimodal Learning with Missing Modality

Aug 24, 2021
Fei Ma, Xiangxiang Xu, Shao-Lun Huang, Lin Zhang

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An Information-theoretic Approach to Unsupervised Feature Selection for High-Dimensional Data

Oct 08, 2019
Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng

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An Information Theoretic Interpretation to Deep Neural Networks

May 16, 2019
Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng, Gregory W. Wornell

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An Efficient Approach to Informative Feature Extraction from Multimodal Data

Nov 22, 2018
Lichen Wang, Jiaxiang Wu, Shao-Lun Huang, Lizhong Zheng, Xiangxiang Xu, Lin Zhang, Junzhou Huang

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