Knowing what you know: valid confidence sets in multiclass and multilabel prediction. - Maxime Cauchois; Suyash Gupta 002; John C. Duchi (CoRR, 2020)

Robust Validation: Confident Predictions Even When Distributions Shift. - Maxime Cauchois; Suyash Gupta 002; Alnur Ali; John C. Duchi (CoRR, 2020)

Knowing what You Know: valid and validated confidence sets in multiclass and multilabel prediction. - Maxime Cauchois; Suyash Gupta 002; John C. Duchi (J. Mach. Learn. Res., 2021)

The s-value: evaluating stability with respect to distributional shifts. - Suyash Gupta 002; Dominik Rothenhäusler (NeurIPS, 2023)

Predictive Inference in Multi-environment Scenarios. - John C. Duchi; Suyash Gupta 002; Kuanhao Jiang; Pragya Sur (CoRR, 2024)

Predictive Inference with Weak Supervision. - Maxime Cauchois; Suyash Gupta 002; Alnur Ali; John C. Duchi (J. Mach. Learn. Res., 2024)