Alexandre Bouchard-Côté

General

Research Interests

My main field of research is in statistical machine learning. I am interested in the mathematical side of the subject as well as in applications in linguistics and biology.

On the methodology side, I am interested in Monte Carlo methods such as SMC and MCMC, graphical models, non-parametric Bayesian statistics, randomized algorithms, and variational inference.

My favoriate applications, both in linguistics and biology, are related to phylogenetics in one way or another. Some examples of things I have currently/recently been working on: automated reconstruction of proto-languages; cancer phylogenetics; population genetics; pedigrees, tree and alignment inference.

In the past, I also did some work on machine translation, on logical characterization and approximation of labeled Markov processes, and on reinforcement learning.

Refereed Publications

Workshop Papers, Discussions, Reports, Presentations

Teaching

Old Scribbles

How to typeset my last name

There are only two accents in my last name, but it's amazing how many mistakes I have seen in these two letters. Here is a guide on how to do it correctly: