Frédéric Leblanc

According to our database, Frédéric Leblanc authored at least 6 papers between 2002 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

The geometry of invariant learning: an information-theoretic analysis of data augmentation and generalization.

Abdelali Bouyahia, Frédéric Leblanc, Mario Marchand

CoRR, February, 2026

2024

Tighter Risk Bounds for Mixtures of Experts.

Wissam Akretche, Frédéric Leblanc, Mario Marchand

CoRR, 2024

2022

Generalization Properties of Decision Trees on Real-valued and Categorical Features.

Jean-Samuel Leboeuf, Frédéric Leblanc, Mario Marchand

CoRR, 2022

2021

Improving Generalization Bounds for VC Classes Using the Hypergeometric Tail Inversion.

Jean-Samuel Leboeuf, Frédéric Leblanc, Mario Marchand

CoRR, 2021

2020

Decision trees as partitioning machines to characterize their generalization properties.

Jean-Samuel Leboeuf, Frédéric Leblanc, Mario Marchand

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2002

The TEAM methodology for the evaluation of information systems in biomedicine.

Andrew Grant, Ianik Plante, Frédéric Leblanc

Comput. Biol. Medicine, 2002