Baptiste Bauvin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Top Venues

J. Mach. Learn. Res.

Publications

Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data. UAI (2023)
Thibaud Godon, Baptiste Bauvin, Pascal Germain, Jacques Corbeil, Alexandre Drouin
Invariant Causal Set Covering Machines. CoRR (2023)
Dominique Benielli, Baptiste Bauvin, Sokol Koço, Riikka Huusari, Cécile Capponi, Hachem Kadri, François Laviolette
Toolbox for Multimodal Learn (scikit-multimodallearn). J. Mach. Learn. Res. 23 (2022)
Thibaud Godon, Pier-Luc Plante, Baptiste Bauvin, Elina Francovic-Fontaine, Alexandre Drouin, Jacques Corbeil
RandomSCM: interpretable ensembles of sparse classifiers tailored for omics data. CoRR (2022)
Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi
Integrating and reporting full multi-view supervised learning experiments using SuMMIT. LIDTA (2022)
Baptiste Bauvin, Cécile Capponi, Jean-Francis Roy, François Laviolette
-bound minimization with guarantees. Mach. Learn. 109 (9-10) (2020)