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)

Query-Adaptive Predictive Inference with Partial Labels. - Maxime Cauchois; John C. Duchi (CoRR, 2022)

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