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