Baptiste Bauvin

According to our database, Baptiste Bauvin authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Invariant Causal Set Covering Machines.

Thibaud Godon, Baptiste Bauvin, Pascal Germain, Jacques Corbeil, Alexandre Drouin

CoRR, 2023

Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data.

Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Toolbox for Multimodal Learn (scikit-multimodallearn).

Dominique Benielli, Baptiste Bauvin, Sokol Koço, Riikka Huusari, Cécile Capponi, Hachem Kadri, François Laviolette

J. Mach. Learn. Res., 2022

RandomSCM: interpretable ensembles of sparse classifiers tailored for omics data.

Thibaud Godon, Pier-Luc Plante, Baptiste Bauvin, Elina Francovic-Fontaine, Alexandre Drouin, Jacques Corbeil

CoRR, 2022

Integrating and reporting full multi-view supervised learning experiments using SuMMIT.

Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi

Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

2020

Fast greedy <i>C</i>-bound minimization with guarantees.

Baptiste Bauvin, Cécile Capponi, Jean-Francis Roy, François Laviolette

Mach. Learn., 2020