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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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