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Does Robustness on ImageNet Transfer to Downstream Tasks?


Apr 08, 2022
Yutaro Yamada, Mayu Otani

* CVPR 2022 

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Can Wikipedia Help Offline Reinforcement Learning?


Jan 28, 2022
Machel Reid, Yutaro Yamada, Shixiang Shane Gu


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Support Recovery with Stochastic Gates: Theory and Application for Linear Models


Nov 01, 2021
Soham Jana, Henry Li, Yutaro Yamada, Ofir Lindenbaum

* 12 pages, 3 figures, Corrected typos in this revision 

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Deep supervised feature selection using Stochastic Gates


Oct 09, 2018
Yutaro Yamada, Ofir Lindenbaum, Sahand Negahban, Yuval Kluger


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Defending against Adversarial Images using Basis Functions Transformations


Apr 16, 2018
Uri Shaham, James Garritano, Yutaro Yamada, Ethan Weinberger, Alex Cloninger, Xiuyuan Cheng, Kelly Stanton, Yuval Kluger

* added link to GitHub repository 

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Understanding Adversarial Training: Increasing Local Stability of Neural Nets through Robust Optimization


Jan 16, 2016
Uri Shaham, Yutaro Yamada, Sahand Negahban


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