The PrePack Optimization Problem. - Maxim Hoskins; Renaud Masson; Gabrielle Gauthier Melançon; Jorge E. Mendoza; Christophe Meyer; Louis-Martin Rousseau (CPAIOR, 2014)

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. - Umang Bhatt; Yunfeng Zhang; Javier Antorán; Q. Vera Liao; Prasanna Sattigeri; Riccardo Fogliato; Gabrielle Gauthier Melançon; Ranganath Krishnan; Jason Stanley; Omesh Tickoo; Lama Nachman; Rumi Chunara; et al. (CoRR, 2020)

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. - Umang Bhatt; Javier Antorán; Yunfeng Zhang; Q. Vera Liao; Prasanna Sattigeri; Riccardo Fogliato; Gabrielle Gauthier Melançon; Ranganath Krishnan; Jason Stanley; Omesh Tickoo; Lama Nachman; Rumi Chunara; et al. (AIES, 2021)

A Machine Learning-Based System for Predicting Service-Level Failures in Supply Chains. - Gabrielle Gauthier Melançon; Philippe Grangier; Eric Prescott-Gagnon; Emmanuel Sabourin; Louis-Martin Rousseau (INFORMS J. Appl. Anal., 2021)

Azimuth: Systematic Error Analysis for Text Classification. - Gabrielle Gauthier Melançon; Orlando Marquez Ayala; Lindsay Brin; Chris Tyler; Frederic Branchaud-Charron; Joseph Marinier; Karine Grande; Di Le (EMNLP (Demos), 2022)