Thomas Moreau
About Thomas Moreau
Thomas Moreau is a Chargé de Recherche at Inria, specializing in machine learning applications for physiological signals. He has an extensive academic background, including a doctorate in applied mathematics and contributions to open-source projects in scientific computing.
Work at Inria
Thomas Moreau has been working at Inria since 2019 as a Chargé de recherche. He is also a postdoctoral researcher at Inria, a position he has held since 2018. His work is based in Saclay, France, where he is part of the parietal team. This team focuses on machine learning applications for physiological signals, contributing to advancements in the field.
Education and Expertise
Thomas Moreau has a strong educational background in mathematics and computer science. He studied at École Polytechnique, where he earned a Master of Science and an engineering diploma in Computer Science and Applied Mathematics from 2010 to 2014. He furthered his studies at École Normale Supérieure Paris-Saclay, achieving a Doctorate in Applied Mathematics from 2014 to 2017. Additionally, he completed a Master of Science in Machine Learning at the same institution in 2014. His education also includes a Diplôme d'ingénieur from Télécom Paris.
Research Contributions
Thomas Moreau has made contributions to open-source projects, notably 'joblib' and 'loky', which are tools designed for parallel scientific computing. His research primarily focuses on convolutional dictionary learning and its applications in pattern analysis. He also explores the theoretical properties of learned optimization algorithms, including LISTA, contributing to the understanding of these advanced computational techniques.
Previous Experience
Before his current roles at Inria, Thomas Moreau worked at École Normale Supérieure de Cachan as a PhD student from 2014 to 2017. He also served as a Research Intern at the same institution for five months in 2014. This experience laid the groundwork for his subsequent research and academic pursuits.
Academic Background
Thomas Moreau completed his secondary education at Lycée Champollion, where he focused on Mathematics and Physics from 2007 to 2010. His academic journey has been characterized by a strong emphasis on mathematical and computational disciplines, preparing him for a career in research and development in machine learning and applied mathematics.