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About

In April 2022, I joined the Department of Computer Science at The University of Manchester as a Research Associate in Mauricio Álvarez's group. I also worked on my current project at The University of Sheffield between September 2021 and April 2022. Prior to these positions, 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,
  • Asynchronous time series and functional data,
  • Curve clustering and mixture models,
  • Longitudinal hierarchical/mixed models.
Besides, I work on several applications with collaborators in fields like epidemiology, genomics, proteomics and sport sciences, dealing with mathematical and algorithmic aspects of the studies. I am committed to contributing my best to open science in terms of publishing, code and data sharing, package and web app development.

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

Supervised students

Paguidame Sambiani, Sorbonne Université - 2023 (M2 internship) - Report
Alexia Grenouillat, INSA Toulouse - 2022 (M1 internship) - Report
Hugo Lelièvre, INSA Toulouse - 2022 (M1 internship) - Report
Pierre Pathé, Université Paris 1 - 2021 (M2 internship)
Léonard Gousset, IUT de Paris, Rives de Seine - 2021 (STID intership) - Report - Web App
James Haziza, IUT de Paris, Rives de Seine - 2021 (STID intership) - Web App
Maxime Bellami, Ensai - 2018 (M1 internship)
Romain Massal , Ensai - 2017 (M1 internship) - Report

Contact

Address

Office G33
Department of Computer Science • The University of Manchester
Kilburn Building, Oxford Rd, Manchester M13 9PL • United Kingdom

Email

arthur.leroy.pro@gmail.com
arthur.leroy@manchester.ac.uk