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