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On the proliferation of support vectors in high dimensions

Sep 22, 2020
Daniel Hsu, Vidya Muthukumar, Ji Xu


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When Does Preconditioning Help or Hurt Generalization?

Jul 02, 2020
Shun-ichi Amari, Jimmy Ba, Roger Grosse, Xuechen Li, Atsushi Nitanda, Taiji Suzuki, Denny Wu, Ji Xu

* 38 pages 

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On the Optimal Weighted $\ell_2$ Regularization in Overparameterized Linear Regression

Jun 25, 2020
Denny Wu, Ji Xu

* 27 pages 

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Learning to Reconstruct and Understand Indoor Scenes from Sparse Views

Jun 19, 2019
Jingyu Yang, Ji Xu, Kun Li, Yu-Kun Lai, Huanjing Yue, Jianzhi Lu, Hao Wu, Yebin Liu


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How many variables should be entered in a principal component regression equation?

Jun 04, 2019
Ji Xu, Daniel Hsu


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Two models of double descent for weak features

Mar 18, 2019
Mikhail Belkin, Daniel Hsu, Ji Xu


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Consistent Risk Estimation in High-Dimensional Linear Regression

Feb 07, 2019
Ji Xu, Arian Maleki, Kamiar Rahnama Rad


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Benefits of over-parameterization with EM

Oct 26, 2018
Ji Xu, Daniel Hsu, Arian Maleki

* Accepted at NIPS 2018 

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Non-iterative Label Propagation on Optimal Leading Forest

Sep 25, 2017
Ji Xu, Guoyin Wang

* Claim the itelligence property by first uploading it to the preprint platform. After carefullu revision of this initial draft, we would like to submit it to a conference or journal 

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An Improved Residual LSTM Architecture for Acoustic Modeling

Aug 17, 2017
Lu Huang, Jiasong Sun, Ji Xu, Yi Yang

* 5 pages, 2 figures 

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Global analysis of Expectation Maximization for mixtures of two Gaussians

Aug 26, 2016
Ji Xu, Daniel Hsu, Arian Maleki


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Leading Tree in DPCLUS and Its Impact on Building Hierarchies

Jun 15, 2015
Ji Xu, Guoyin Wang

* 11 Pages, 5 figures. It is a very fundamental topic with respect to the research (clustering by fast search and find of density peaks) 

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