Image
Benoît Frenay
Domains of expertise
My research is related to machine learning, in particular in connection with robust learning (label noise), fast methods (big data), probabilistic methods, classification, density estimation and feature selection. I'm open to collaboration and enjoy working on new subjects. For example, I've had the opportunity to work on biomedical data (electrocardiogram analysis) and geographical data (city clustering based on buildings).
Degrees
- 2013 Doctorate in engineering sciences
- 2010 Complementary Master's degree in university and higher education pedagogy
- 2007 Civil engineer in computer science, specializing in artificial intelligence
Prizes
2025-2026
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Data Analyses [ISBMM104]
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Analyse de données [IHDCB333]
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Deep learning et machine learning avancé [INFOM232]
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Introduction à la programmation [INFOB131]
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Machine learning et data mining [IDASM102]
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Intelligence artificielle et optimisation [INFOB224]
2024-2025
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Intelligence artificielle : enjeux et opportunités [FINT0048]
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Data Analyses [ISBMM104]
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Analyse de données [IHDCB333]
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Deep learning et machine learning avancé [INFOM232]
-
Introduction à la programmation [INFOB131]
-
Machine learning et data mining [IDASM102]
-
Intelligence artificielle et optimisation [INFOB224]
2023-2024
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Data Analyses [ISBMM104]
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Analyse de données [IHDCB333]
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Projet en data analytics [IDASM104]
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Deep learning et machine learning avancé [INFOM232]
-
Introduction à la programmation [INFOB131]
-
Machine learning et data mining [IDASM102]
-
Intelligence artificielle et optimisation [INFOB224]
2022-2023
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Data Analyses [ISBMM104]
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Projet en data analytics [IDASM104]
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Introduction à la programmation [INFOB131]
-
Intelligence artificielle et optimisation [INFOB224]