A Decentralized and Robust Protocol for Private Averaging over Highly Distributed Data
Seminar at CRIStAL Lille (DaTinG department day), 2017.
Also an invited talk at the DALI 2017 Workshop on Fairness and Privacy in Machine Learning, 2017.
Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics
Invited talk at the International Workshop on Machine learning, Optimization and Big Data (MOD 2015), 2015.
The Frank-Wolfe Algorithm: Recent Results and Applications to High-Dimensional Similarity Learning and Distributed Optimization
Seminar at LIP6 UPMC, LaHC Saint-Étienne, Heudiasyc Compiègne, LIF Marseille, Inria Magnet, LIG Grenoble, CEREMADE Paris Dauphine, IMT Toulouse, LRI Inria/Paris Sud, AgroParisTech, Séminaire Parisien de Statistique and ENS/Inria Paris, 2014-2015.
Also an invited talk at ICML 2015 workshop "Greed is Great", 2015.