Hello. My name is Mathieu Alain and I am an MSc student in Computer Science at Université Laval in Canada. My advisor is François Laviolette. My research interests primarily lie in machine learning. I am particularly interested in the modeling of uncertainty, robustness and interpretability in deep learning.
My other interests encompass some topics in theoretical computer science and mathematics. I am also enthusiastic about mathematical biology.
MSc, Computer Science, 2020
BSc, Mathematics & Computer Science, 2018
I’m glad to be part of the GRAAL research group for the summer. The group is led by François Laviolette and Mario Marchand and their interests cover machine learning and its practical applications. I’m new to machine learning, but it should be fun!
I’m happy to announce that the 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.
You will find here some writings on topics that interest me.