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Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling


Jan 26, 2022
Zhenyu Wei , Raymond K. W. Wong , Thomas C. M. Lee


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Projected State-action Balancing Weights for Offline Reinforcement Learning


Sep 10, 2021
Jiayi Wang , Zhengling Qi , Raymond K. W. Wong


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Implicit Sparse Regularization: The Impact of Depth and Early Stopping


Aug 12, 2021
Jiangyuan Li , Thanh V. Nguyen , Chinmay Hegde , Raymond K. W. Wong

* 32 pages 

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Matrix Completion with Model-free Weighting


Jun 09, 2021
Jiayi Wang , Raymond K. W. Wong , Xiaojun Mao , Kwun Chuen Gary Chan

* Proceedings of the 38th International Conference on Machine Learning, PMLR 139, 2021 

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CP Degeneracy in Tensor Regression


Oct 22, 2020
Ya Zhou , Raymond K. W. Wong , Kejun He


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Median Matrix Completion: from Embarrassment to Optimality


Jun 18, 2020
Weidong Liu , Xiaojun Mao , Raymond K. W. Wong

* 26 pages, 1 figure, 5 tables 

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Benefits of Jointly Training Autoencoders: An Improved Neural Tangent Kernel Analysis


Nov 27, 2019
Thanh V. Nguyen , Raymond K. W. Wong , Chinmay Hegde


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Matrix Completion under Low-Rank Missing Mechanism


Dec 19, 2018
Xiaojun Mao , Raymond K. W. Wong , Song Xi Chen

* 31 pages, 2 figures 

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Autoencoders Learn Generative Linear Models


Jun 02, 2018
Thanh V. Nguyen , Raymond K. W. Wong , Chinmay Hegde

* 19 pages 

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Matrix Completion with Noisy Entries and Outliers


Dec 27, 2017
Raymond K. W. Wong , Thomas C. M. Lee

* 33 pages, 2 figures 

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