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Poster
Tue 18:30 On the Generalization Properties of Adversarial Training
Yue Xing · Qifan Song · Guang Cheng
Poster
Wed 12:45 Learning to Defend by Learning to Attack
Haoming Jiang · Zhehui Chen · Yuyang Shi · Bo Dai · Tuo Zhao
Poster
Tue 18:30 Bandit algorithms: Letting go of logarithmic regret for statistical robustness
Kumar Ashutosh · Jayakrishnan Nair · Anmol Kagrecha · Krishna Jagannathan
Oral
Wed 8:45 Bandit algorithms: Letting go of logarithmic regret for statistical robustness
Kumar Ashutosh · Jayakrishnan Nair · Anmol Kagrecha · Krishna Jagannathan
Poster
Tue 18:30 Robustness and scalability under heavy tails, without strong convexity
Matthew Holland
Poster
Tue 14:00 Misspecification in Prediction Problems and Robustness via Improper Learning
Annie Marsden · John Duchi · Gregory Valiant
Oral
Thu 15:30 Misspecification in Prediction Problems and Robustness via Improper Learning
Annie Marsden · John Duchi · Gregory Valiant
Poster
Thu 7:30 Bayesian Inference with Certifiable Adversarial Robustness
Matthew Wicker · Luca Laurenti · Andrea Patane · Zhuotong Chen · Zheng Zhang · Marta Kwiatkowska
Poster
Tue 18:30 Linear Models are Robust Optimal Under Strategic Behavior
Wei Tang · Chien-Ju Ho · Yang Liu
Poster
Wed 12:45 Evaluating Model Robustness and Stability to Dataset Shift
Adarsh Subbaswamy · Roy Adams · Suchi Saria
Poster
Thu 7:30 Improving Adversarial Robustness via Unlabeled Out-of-Domain Data
Zhun Deng · Linjun Zhang · Amirata Ghorbani · James Zou
Oral
Wed 11:15 Improving Adversarial Robustness via Unlabeled Out-of-Domain Data
Zhun Deng · Linjun Zhang · Amirata Ghorbani · James Zou