The TEAM methodology for the evaluation of information systems in biomedicine. - Andrew Grant; Ianik Plante; Frédéric Leblanc (Comput. Biol. Medicine, 2002)

Decision trees as partitioning machines to characterize their generalization properties. - Jean-Samuel Leboeuf; Frédéric Leblanc; Mario Marchand (NeurIPS, 2020)

Improving Generalization Bounds for VC Classes Using the Hypergeometric Tail Inversion. - Jean-Samuel Leboeuf; Frédéric Leblanc; Mario Marchand (CoRR, 2021)

Generalization Properties of Decision Trees on Real-valued and Categorical Features. - Jean-Samuel Leboeuf; Frédéric Leblanc; Mario Marchand (CoRR, 2022)

Tighter Risk Bounds for Mixtures of Experts. - Wissam Akretche; Frédéric Leblanc; Mario Marchand (CoRR, 2024)