Hello. My name is Mathieu Alain and I am a MSc student in Computer Science at Université Laval in Canada. My advisor is François Laviolette and my research is about uncertainty, robustness and interpretability of deep learning models.
My interests lies in machine learning, theoretical computer science and applied mathematics.
MSc, Computer Science, 2020
BSc, Mathematics & Computer Science, 2018
I’m glad to be part of the GRAAL research group for this summer. The group is led by François Laviolette and Mario Marchand and their interests are machine learning and its practical applications. This is my first experience with machine learning and it should be fun!
I’m happy to announce that the submitted paper with Jules Desharnais titled “Relation as Images” has been accepted at RAMiCS 2017. Therefore, I’ll be in Lyon (France) in early May to present our recent work. This paper primarily defines two basic morphological operations (dilation and erosion) on binary images using a formalism from relation algebra.
Here you will find some of my writings on various topics that interest me.