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Picture for Suyash Gupta

The $r$-value: evaluating stability with respect to distributional shifts

May 07, 2021
Suyash Gupta, Dominik Rothenhäusler

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Robust Validation: Confident Predictions Even When Distributions Shift

Aug 10, 2020
Maxime Cauchois, Suyash Gupta, Alnur Ali, John C. Duchi

* 35 pages, 6 figures 

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Knowing what you know: valid confidence sets in multiclass and multilabel prediction

Apr 24, 2020
Maxime Cauchois, Suyash Gupta, John Duchi

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