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Poster
Tue 14:30 On the Sensitivity of Adversarial Robustness to Input Data Distributions
Gavin Ding · Yik Chau Lui · Xiaomeng Jin · Luyu Wang · Ruitong Huang
Poster
Tue 9:00 ROBUST ESTIMATION VIA GENERATIVE ADVERSARIAL NETWORKS
Chao Gao · Jiyi Liu · Yuan Yao · Weizhi ZHU
Poster
Tue 14:30 Verification of Non-Linear Specifications for Neural Networks
Chongli Qin · Krishnamurthy Dvijotham · Brendan ODonoghue · Rudy R Bunel · Robert Stanforth · Sven Gowal · Jonathan Uesato · Grzegorz Swirszcz · Pushmeet Kohli
Poster
Tue 14:30 Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures
Jonathan Uesato · Ananya Kumar · Csaba Szepesvari · Tom Erez · Avraham Ruderman · Keith Anderson · Krishnamurthy Dvijotham · Nicolas Heess · Pushmeet Kohli