Antoine Prouvost
Polytechnique Montreal
Local AA-5505
Antoine is a Ph.D. student under co-supervision by Andrea Lodi and Yoshua Bengio to bring machine learning and operations research closer together.
Namely, Antoine is interested in applying deep learning techniques in mixed integer programs to solve complex problems.

At the same time, Antoine also works on industrial applications to strengthen his understanding of the field. Such projects include a sensor placement problem on a railway network as well as analysis of medical data for adverse event prediction.


Working papers

Y. Bengio, A. Lodi, A. Prouvost, 2018. Machine Learning for Combinatorial Optimization: a Methodological Tour d’Horizon. DS4DM-2018-008

[Technical Report:PDF][DS4DM-2018-008]