Fontaine, Xavier

5 publications

COLT 2021 Convergence Rates and Approximation Results for SGD and Its Continuous-Time Counterpart Xavier Fontaine, Valentin De Bortoli, Alain Durmus

ICML 2021 Online A-Optimal Design and Active Linear Regression Xavier Fontaine, Pierre Perrault, Michal Valko, Vianney Perchet

ALT 2020 An Adaptive Stochastic Optimization Algorithm for Resource Allocation Xavier Fontaine, Shie Mannor, Vianney Perchet

NeurIPS 2020 Quantitative Propagation of Chaos for SGD in Wide Neural Networks Valentin De Bortoli, Alain Durmus, Xavier Fontaine, Umut Simsekli

AISTATS 2019 Regularized Contextual Bandits Xavier Fontaine, Quentin Berthet, Vianney Perchet