I am a researcher at Polytechnique Montréal, Canada. I am affiliated to the Data Science for Real-Time Decision Making Canada Excellence Research Chair (CERC), and the MILA research institute on artificial intelligence. The question that motivates my research is: can machines think?
My broad research interests include:
- probabilistic graphical models and their theoretical properties (my PhD Thesis)
- structured prediction, in particular multi-label classification
- machine learning for combinatorial optimization (see our Ecole library)
- causality, in particular in the context of reinforcement learning
I am proud to serve the scientific community, and I have been rewarded NeurIPS 2019 best reviewer (top 40%), ICML 2020 best reviewer (top 30%), NeurIPS 2020 top reviewer (top 10%), ICLR 2021 outstanding reviewer (top 10%), and ICML 2021 expert reviewer.