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Picture for Thomas Goldstein

Tight Second-Order Certificates for Randomized Smoothing

Oct 20, 2020
Alexander Levine, Aounon Kumar, Thomas Goldstein, Soheil Feizi

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FreeLB: Enhanced Adversarial Training for Language Understanding

Sep 25, 2019
Chen Zhu, Yu Cheng, Zhe Gan, Siqi Sun, Thomas Goldstein, Jingjing Liu

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Network Deconvolution

May 28, 2019
Chengxi Ye, Matthew Evanusa, Hua He, Anton Mitrokhin, Thomas Goldstein, James A. Yorke, Cornelia Fermüller, Yiannis Aloimonos

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ShapeFit and ShapeKick for Robust, Scalable Structure from Motion

Aug 07, 2016
Thomas Goldstein, Paul Hand, Choongbum Lee, Vladislav Voroninski, Stefano Soatto

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Layer-Specific Adaptive Learning Rates for Deep Networks

Oct 15, 2015
Bharat Singh, Soham De, Yangmuzi Zhang, Thomas Goldstein, Gavin Taylor

* ICMLA 2015, deep learning, adaptive learning rates for training, layer specific learning rate 

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Fast Sublinear Sparse Representation using Shallow Tree Matching Pursuit

Dec 01, 2014
Ali Ayremlou, Thomas Goldstein, Ashok Veeraraghavan, Richard Baraniuk

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