Research interests
I am associate professor (maître de conférences) at ENS Lyon.
My research revolves around
numerical optimization and
machine learning.
I work on:
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multilevel optimization methods
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mixed precision optimization methods for machine learning and quantisation of neural networks,
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machine learning techniques for the solution of ill-posed inverse problems
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sparse matrix factorization.
Please refer to my
publications and
talks pages
for a list of my recent research activities.
My ANR JCJC projet
MEPHISTO (MEthods for Parsimonious HIerarchically STructured Optimization, ANR-24-CE23-7039-01) has been founded!
Short bio
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2020-ongoing Associate professor (maître de conférences) at LIP, Ecole Normale Superieure (ENS) de Lyon, France
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2017-2020 Postdoc researcher at ENSEEIHT-IRIT,Toulouse, France
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2014-2017 PhD in Applied Mathematics at Università degli Studi di Firenze, Italy
PhD students (current and past)
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Giuseppe Carrino, ENS Lyon (2025-2029)
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Edgar Desainte-Maréville, ENS Lyon (2024-2027)
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Maël Chaumette, ENS Lyon (2024-2027)
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Filippo Marini, University of Bologna (2022-2025)
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Valentin Mercier, IRIT, Toulouse (2021-2024)
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Quoc Tung Le, ENS Lyon (2020-2023)
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Léon Zheng, ENS Lyon - Valeo (2021-2024)
- Antoine Gonon, ENS Lyon (2021-2024)
- Guillaume Lauga, ENS Lyon (2021-2024)
Postdoc students (current and past)
ANR MEPHISTO
Web site of my
ANR MEPHISTO (Methods for Parsimonious HIerarchically STructured Optimization) project, ANR-24-CE23-7039.
Workshop on structured large-scale optimization at ENS Lyon
I'm organising the workshop
STOP on STructured OPtimization at ENS Lyon.