MAPIE: an open-source library for distribution-free uncertainty quantification. - Vianney Taquet; Vincent Blot; Thomas Morzadec; Louis Lacombe; Nicolas J.-B. Brunel (CoRR, 2022)

Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library. - Thibault Cordier; Vincent Blot; Louis Lacombe; Thomas Morzadec; Arnaud Capitaine; Nicolas J.-B. Brunel (COPA, 2023)

Efficient Precision Control in Object Detection Models for Enhanced and Reliable Ovarian Follicle Counting. - Vincent Blot; Alexandra Lorenzo de Brionne; Ines Sellami; Olivier Trassard; Isabelle Beau; Charlotte Sonigo; Nicolas J.-B. Brunel (UNSURE@MICCAI, 2024)

Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees. - Edgar Jaber; Vincent Blot; Nicolas J.-B. Brunel; Vincent Chabridon; Emmanuel Remy; Bertrand Iooss; Didier Lucor; Mathilde Mougeot; Alessandro Leite (CoRR, 2024)

Automatically Adaptive Conformal Risk Control. - Vincent Blot; Anastasios Nikolas Angelopoulos; Michael I. Jordan; Nicolas J.-B. Brunel (AISTATS, 2025)