Full professor in statistics and machine learning at the University Lyon 2,
Member of Laboratoire ERIC, Lyon, France
Visiting researcher at the National Physical Laboratory, Teddington, UK
Visiting researcher Mathematical Institute, University of Oxford, UK
Visiting researcher at the Alan Turing Institute, London, UK
Visiting researcher at Institut FEMTO-ST, Besancon, France
Federated Learning Spring School, Online March 23 2021, co-organised by SFdS and Owkin.
Master class at the University of Lancaster : Data Science using Semi-Definite Programming: Clustering, Synchronisation, Registration
New paper with E. Caron: A finite sample analysis of the benign overfitting phenomenon for ridge function estimation.
Federated Learning Winter School, Online November 24 2020, co-organised by SFdS and Owkin.
Recent Advances in Numerical and Statistical Machine Learning in Lyon April 2-3 2020. Registration (free) by email: firstname.lastname@example.org
Talk at CM-Statistics 2019 UC-London in the session "Robust machine learning" (EO050 )
Talk at CFE 2019 UC-London in the session "Robust time series models in the time and frequency domains for high dimensional data" (CO386)
Speaking at INRIA Lille (Modal team seminar) on Tuesday December 4, 2019. (New results on Robust PCA).
Speaking at AIGM day (INRA Toulouse) on Thursday December 5, 2019. (New results on clustering with Semi-Definite Programming).
Member of scientific committee of JDS 2020
Talk at the JdS 2019
Talk at Sampta 2019
Research: Computational Statistics, Machine Learning, Sparsity, Big Data and Optimization
Teaching: Statistics and Machine Learning, Data analytics, Optimisation, R, ...
More information and lecture notes: Enseignement
Mohamed Assoweh - ongoing
Serge Moulin (co-supervised with Christophe Guyeux) - defended 12-12-2018
Zhen-Wai Olivier Ho (co-supervised with Clement Dombry) - defended 04-10-2018
Adrien Faivre (co-supervised first year with Clement Dombry) - defended 14-12-2017
Basad Al Sarray - defended 2016.