Faculty members
Chair
Josselin Garnier, Professeur de classe exceptionnelle
Keywords : Probability, Inverse problems, Multiscale analysis, Uncertainty quantification
Vice-chairs
Marc Massot, Professeur de classe exceptionnelle
Keywords : Numerical analysis, High Performance Computing, Mathematical Modeling of multiscale problems, Partial Differential Equations, Analysis and Simulation of multiscale fluid flows
Vincent Bansaye, Professeur
Keywords : Stochastic processes, Mathematical biology, Random trees and graphs, Population dynamics, Analysis
Resident Faculty Members
Grégoire Allaire, Full Professor
Keywords : Partial differential equations, Numerical analysis, Optimization, Homogenization and multiscale modeling, Optimal design of structures
Xavier Allamigeon, Part time Associate Professor
Keywords : Optimization, Tropical Geometry, Combinatorics, Algorithmic game theory, Formalization of mathematics
Beniamin Bogosel, Assistant Professor
Keywords : Shape Optimization, Spectral problems, Numerical Analysis, Optimal design of structures
Maxime Breden, Assistant Professor
Keywords : Computer-assisted proofs, Partial differential equations, Dynamical systems, Numerical Analysis
Lucas Chesnel, Part time Assistant Professor
Keywords : Partial Differential Equations, Numerical analysis, Waves propagation, Asymptotic analysis, Electromagnetism
Giovanni Conforti, Assistant Professor (HDR)
Keywords : Probability, Particle systems, Optimal transport
Anne De Bouard, Part time Full Professor
Keywords : Stochastic Partial Differential Equations, Dispersive waves, Numerical Analysis, Nonlinear Optics, Micromagnetism
Stefano De Marco, Professor
Keywords : Probability, Mathematical Finance, Stochastic simulation
Aymeric Dieuleveut, Assistant Professor (Monge)
Keywords : Machine learning, Federated Learning, Stochastic Optimization, Statistics
Mao Fabrice Djete, Assistant Professor
Keywords : Probability, Stochastic control, Differential games, Financial mathematics, Monte Carlo methods
Marie Doumic, Part time Associate Professor
Keywords : Analysis of PDEs, Inverse problems, Analysis of experimental data in molecular biology
El Mahdi El Mhamdi, Assistant Professor (Monge)
Keywords : Distributed systems, Distributed learning, Robustness
Rémi Flamary, Associate Professor
Keywords : Machine learning, Optimal transport, Signal processing, Domain adaptation, Sparse optimization
Marylou Gabrié, Assistant Professor (Monge)
Keywords : Machine Learning, Statistical Mechanics, Monte-Carlo Methods
Stéphane Gaubert, Part time Full Professor
Keywords : Operations research, Tropical geometry, Discrete optimization, Zero-sum games, Positive dynamical systems
Thierry Bodineau, Part time Full Professor
Keywords : Probability, Particle systems, Statistical mechanics
Lucas Gerin, Assistant Professor (HDR)
Keywords : Probability, Statistical Mechanics Combinatorics, Random Graphs, Particle Systems
Full Professor
Emmanuel Gobet, Full Professor
Keywords : Stochastic simulation, Statistical learning, Risk management, Climate change
Igor Kortchemski, Part time Associate Professor
Keywords : Probability, Random combinatorial structures, Scaling limits
Resident Faculty Members
Erwan Le Pennec, Associate Professor
Keywords : Machine Learning, Statistics, Signal processing
Karim Lounici, Associate Professor
Keywords : Statistical Learning, High-dimensional Statistics, Nonparametric Statistics, Spectral algorithms, Aggregation
Cyril Marzouk, Assistant Professor (HDR)
Keywords : Probability, Random graphs, Scaling limits
Sylvie Méléard, Full Professor
Keywords : Probability, Particle systems, Measure-valued processes, Mathematical biology
Eric Moulines, Full Professor
Keywords : Computational Statistics, Probabilistic Machine Learning, Data-centric engineering, Statistical Signal Processing, Markov chains / processes
Flore Nabet, Assistant Professor
Keywords : Numerical analysis, Partial differential equations, Computational mechanics
Teddy Pichard, Assistant Professor
Keywords : Numerical analysis, Partial differential equations, Kinetic and moment models, Scientific computing
Clément Rey, Assistant Professor
Keywords : Numerical Probability, Stochastic analysis, Stochastic modelling, Markov processes
Nicole Spillane, Part time Assistant Professor
Keywords : High performance computing, Domain Decomposiition, Numerical Linear Algebra
Non-Resident Faculty Members
Eduardo Abi-Jaber, Assistant Professor (Monge)
Keywords : Mathematical Finance, Stochastic Calculus, Numerical Methods, Machine Learning.
Aurélien Alfonsi, Part time Associate Professor
Keywords : Numerical probability, Financial and insurance modelling, Monte-Carlo methods, Financial risks, Optimal transport
Stéphanie Allassonnière, Part time Associate Professor
Keywords : Statistical modeling, stochastic optimization, Medical data
François Alouges, Part time Associate Professor
Keywords : Partial Differential Equations, Numerical Analysis, Signal Processing, Control Theory
Jean-Marc Bardet, Part time Associate Professor
Keywords : Mathematical statistics, Time series and stochastic processes, Limit theorems
Charles Bertucci, Part time Associate Professor
Keywords : Partial differential equations, Mean field games, Probabilities, Optimization
Victor-Emmanuel Brunel, Part time Associate Professor
Keywords : Statistics, Learning theory, Geometric inference
Julien Chiquet, Part time Associate Professor
Keywords : Statistics, Machine Learning, Applications to life sciences, Reproducible research
Dario Colazzo, Part time Associate Professor
Keywords : Big data analytics, Databases, Static analysis
Alain Durmus, Associate Professor
Keywords : Monte Carlo, Sampling, Markov Chain, Stochastic Approximation/Optimization, Bayesian inference
Gersende Fort, Part time Associate Professor
Keywords : Statistical Learning, Stochastic Optimization, Monte Carlo methods, Bayesian inverse problems
Sébastien Gadat, Part time Associate Professor
Keywords : Statistical Learning, Stochastic Optimization, Applied probability
Michael Goldman, Part time Associate Professor
Keywords : Calculus of Variations, Optimal transport, Partial Differential Equations
Ludovic Goudenège, Part time Associate Professor
Keywords : Stochastic Partial Differential Equations, Stochastic simulation, Numerical analysis, Probability, Mathematical Finance
Eric Gourdin, Part time Associate Professor
Keywords : Optimization, Performance evaluation, Traffic Modelling, Ressources Modelling
Sorin Mihai Grad , Part time Associate Professor
Keywords : Convex Optimization, Vector Optimization, Proximal Point Algorithms, Convex Analysis
Arnaud Guyader, Part time Associate Professor
Keywords : Mathematical Statistics, Numerical Probability, Monte Carlo Methods
Thierry Klein, Part time Associate Professor
Keywords : Probability, Statistics, Sensitivity analysis, Large main deviation
Pierre Latouche, Part time Associate Professor
Keywords : Computational Statistics, Probabilistic Machine Learning, Statistical Learning
Thomas Leblé, Part Time Assistant Professor
Keywords : Probability, Statistical mechanics, Phase transitions, Coulomb gases
Tony Lelièvre, Part time Associate Professor
Keywords : Partial Differential Equation, Monte Carlo methods, Scientific Computing, Computational Statistical Physics
Matthieu Lerasle, Part time Associate Professor
Keywords : Mathematical statistics, Machine Learning, High dimensional probability
Laurent Massoulié, Part time Associate Professor
Keywords : Distributed systems and networks, Unsupervised learning, Distributed machine learning
Eric Matzner, Part time Associate Professor
Keywords : Non parametric statistics, Machine Learning, Data Science
Frédéric Meunier, Part time Associate Professor
Keywords : Operations Research, Discrete Optimization, Combinatorics
Mazyar Mirrahimi, Part time Associate Professor
Keywords : Quantum Information, Quantum control, Nonlinear control
Zacharie Naulet, Part time Assistant Professor
Keywords : Exchangeable models, Bayesian statistics, Nonparametric Statistics
Tabea Rebafka, Part time Assistant Professor
Keywords : Random graph models, Machine Learning, Nonparametric statistics
Kevin Scaman, Part Time Associate Professor
Keywords : Distributed learning, Deep learning, Optimization, Graphs and networks
Arvind Singh, Part time Associate Professor
Keywords : Probability, Statistical mechanics, Random media, Self-interacting processes
Gabriel Stotlz, Part time Associate Professor
Keywords : Partial Differential Equations, Monte Carlo methods, Numerical Analysis, Molecular Dynamics, Probabilistic Machine Learning
Milica Tomasevic, Part time Assistant Professor
Keywords : Probability, Interacting Particle Systems, McKean Vlasov Processes, Measure Valued Processes, Parabolic PDEs
Anne-Françoise Yao, Part time Associate Professor
Keywords : Convex Optimization, Stochastic Optimization, Optimal Transport, Finance