I currently hold a permanent position as an INRAE Researcher, affiliated with the units GABI and MIA Paris-Saclay. From May 2022 to September 2024, I was a Research Associate at The University of Manchester in Mauricio Álvarez’s group. I also worked on the same project at The University of Sheffield between September 2021 and April 2022. Prior to these positions, I was an ATER (Teaching and Research Assistant) and a PhD student at MAP5 - Université Paris Cité. I completed my PhD under the supervision of Servane Gey (MAP5), Pierre Latouche (MAP5) and Benjamin Guedj (Inria - UCL).
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.
Webpage available here: https://arthur-leroy.netlify.app/