Hi, I'm Maxime. I'm a PhD student in machine learning.

I am interested in using statistical machine learning for decision making. In particular, using tools from Bayesian deep learning, neural density estimation and latent variable modelling to build decision-making systems the account for uncertainty and risk.

More generally, my interests include:

• things involving stochastic processes in ML, including Bayesian nonparametrics and diffusion processes,
• deep learning theory and understanding training dynamics and architectural choices,
• reinforcement learning and other forms of active learning like Bayesian optimisation which involve risk or uncertainty quantification.