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Poster
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Wed 12:45 |
Understanding Robustness in Teacher-Student Setting: A New Perspective Zhuolin Yang · Zhaoxi Chen · Tiffany Cai · Xinyun Chen · Bo Li · Yuandong Tian |
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Poster
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Tue 14:00 |
Right Decisions from Wrong Predictions: A Mechanism Design Alternative to Individual Calibration Shengjia Zhao · Stefano Ermon |
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Poster
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Tue 14:00 |
Algorithms for Fairness in Sequential Decision Making Min Wen · Osbert Bastani · Ufuk Topcu |
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Poster
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Thu 7:30 |
Efficient Computation and Analysis of Distributional Shapley Values Yongchan Kwon · Manuel A. Rivas · James Zou |
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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 6:00 |
An Analysis of LIME for Text Data Dina Mardaoui · Damien Garreau |
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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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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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Tue 14:00 |
Competing AI: How does competition feedback affect machine learning? Tony Ginart · Eva Zhang · Yongchan Kwon · James Zou |
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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 6:00 |
Interpretable Random Forests via Rule Extraction Clément Bénard · Gérard Biau · Sébastien da Veiga · Erwan Scornet |
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Poster
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Wed 12:45 |
Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression Ian Covert · Su-In Lee |