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Correcting Momentum with Second-order Information

Mar 04, 2021
Hoang Tran, Ashok Cutkosky

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AdaDGS: An adaptive black-box optimization method with a nonlocal directional Gaussian smoothing gradient

Nov 03, 2020
Hoang Tran, Guannan Zhang

* 14 pages 

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Analysis of The Ratio of $\ell_1$ and $\ell_2$ Norms in Compressed Sensing

Apr 13, 2020
Yiming Xu, Akil Narayan, Hoang Tran, Clayton Webster

* 24 pages, 5 figures 

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Accelerating Reinforcement Learning with a Directional-Gaussian-Smoothing Evolution Strategy

Feb 21, 2020
Jiaxing Zhang, Hoang Tran, Guannan Zhang

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A Scalable Evolution Strategy with Directional Gaussian Smoothing for Blackbox Optimization

Feb 07, 2020
Jiaxin Zhang, Hoang Tran, Dan Lu, Guannan Zhang

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On Cross-validation for Sparse Reduced Rank Regression

Dec 30, 2018
Yiyuan She, Hoang Tran

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