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Gregory Valiant

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On Misspecification in Prediction Problems and Robustness via Improper Learning

Jan 29, 2021
Annie Marsden, John Duchi, Gregory Valiant

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Stronger Calibration Lower Bounds via Sidestepping

Dec 07, 2020
Mingda Qiao, Gregory Valiant

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On the Generalization Effects of Linear Transformations in Data Augmentation

May 02, 2020
Sen Wu, Hongyang R. Zhang, Gregory Valiant, Christopher Ré

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Sublinear Optimal Policy Value Estimation in Contextual Bandits

Dec 13, 2019
Weihao Kong, Gregory Valiant, Emma Brunskill

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How bad is worst-case data if you know where it comes from?

Nov 09, 2019
Justin Y. Chen, Gregory Valiant, Paul Valiant

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Making AI Forget You: Data Deletion in Machine Learning

Jul 11, 2019
Antonio Ginart, Melody Guan, Gregory Valiant, James Zou

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A Surprising Density of Illusionable Natural Speech

Jun 05, 2019
Melody Y. Guan, Gregory Valiant

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Sample Amplification: Increasing Dataset Size even when Learning is Impossible

Apr 26, 2019
Brian Axelrod, Shivam Garg, Vatsal Sharan, Gregory Valiant

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