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Understanding the Covariance Structure of Convolutional Filters


Oct 07, 2022
Asher Trockman, Devin Willmott, J. Zico Kolter

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You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries


Jan 29, 2021
Devin Willmott, Anit Kumar Sahu, Fatemeh Sheikholeslami, Filipe Condessa, Zico Kolter

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A community-powered search of machine learning strategy space to find NMR property prediction models


Aug 13, 2020
Lars A. Bratholm, Will Gerrard, Brandon Anderson, Shaojie Bai, Sunghwan Choi, Lam Dang, Pavel Hanchar, Addison Howard, Guillaume Huard, Sanghoon Kim, Zico Kolter, Risi Kondor, Mordechai Kornbluth, Youhan Lee, Youngsoo Lee, Jonathan P. Mailoa, Thanh Tu Nguyen, Milos Popovic, Goran Rakocevic, Walter Reade, Wonho Song, Luka Stojanovic, Erik H. Thiede, Nebojsa Tijanic, Andres Torrubia, Devin Willmott, Craig P. Butts, David R. Glowacki, Kaggle participants

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Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes


Jul 13, 2020
Satya Narayan Shukla, Anit Kumar Sahu, Devin Willmott, J. Zico Kolter

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* arXiv admin note: substantial text overlap with arXiv:1909.13857 

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Black-box Adversarial Attacks with Bayesian Optimization


Sep 30, 2019
Satya Narayan Shukla, Anit Kumar Sahu, Devin Willmott, J. Zico Kolter

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Orthogonal Recurrent Neural Networks with Scaled Cayley Transform


Jun 19, 2018
Kyle Helfrich, Devin Willmott, Qiang Ye

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* 12 pages 

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