About

In September 2021, I joined the Department of Computer Science at The University of Sheffield as a Research Associate. Prior to this position, I have been an ATER (Teaching and Research Assistant) and a PhD student at MAP5 - Université de Paris. I completed my PhD under the supervision of Servane Gey (MAP5), Pierre Latouche (MAP5) and Benjamin Guedj (Inria - UCL).

Research

My current interests in statistics and machine learning involve:

  • Gaussian processes and probabilistic prediction in general,
  • Bayesian inference and variational methods,
  • Multi-task learning models,
  • Asynchronous time series and functional data,
  • Curve clustering with GPs mixture models.
Besides, I work on several applications in the field of sport sciences with co-workers, dealing with mathematical and algorithmic issues of the studies.

Teaching

I have been teaching the following courses at IUT de Paris, Rives de Seine:

Master SEPHN Paris Descartes

• Research projet creation
• Statistical tools and data analysis : doc

Contact

Address

Office 136
Department of Computer Science • The University of Sheffield
211 Portobello, Sheffield S14DP • United Kingdom

Email

arthur.leroy.pro@gmail.com
a.leroy@sheffied.ac.uk