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J. Zico Kolter

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Overfitting in adversarially robust deep learning

Mar 04, 2020
Leslie Rice, Eric Wong, J. Zico Kolter

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Black-box Smoothing: A Provable Defense for Pretrained Classifiers

Mar 04, 2020
Hadi Salman, Mingjie Sun, Greg Yang, Ashish Kapoor, J. Zico Kolter

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Certified Robustness to Label-Flipping Attacks via Randomized Smoothing

Feb 07, 2020
Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter

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Learning Stable Deep Dynamics Models

Jan 17, 2020
Gaurav Manek, J. Zico Kolter

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Fast is better than free: Revisiting adversarial training

Jan 12, 2020
Eric Wong, Leslie Rice, J. Zico Kolter

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Adversarial Music: Real World Audio Adversary Against Wake-word Detection System

Dec 06, 2019
Juncheng B. Li, Shuhui Qu, Xinjian Li, Joseph Szurley, J. Zico Kolter, Florian Metze

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AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning

Dec 02, 2019
Rizal Fathony, J. Zico Kolter

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Dynamic Modeling and Equilibria in Fair Decision Making

Nov 15, 2019
Joshua Williams, J. Zico Kolter

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