Leroy

My current interests in statistics and machine learning involve:

• Gaussian processes and probabilistic prediction in general,
• Bayesian inference and variational methods,
• Multi-task learning, asynchronous time series and functional data,
• Curve clustering and mixture models,
• Longitudinal hierarchical models.

Besides, I work on several applications with collaborators in fields such as epidemiology, genomics, proteomics, and sports sciences, focusing on the mathematical and algorithmic aspects of these studies. I am committed to advancing open science in terms of publishing, code and data sharing, package and web app development.