Mourtada, Jaouad

8 publications

JMLR 2024 The Nyström Method for Convex Loss Functions Andrea Della Vecchia, Ernesto De Vito, Jaouad Mourtada, Lorenzo Rosasco

COLT 2023 Local Risk Bounds for Statistical Aggregation Jaouad Mourtada, Tomas Vaškevičius, Nikita Zhivotovskiy

JMLR 2022 An Improper Estimator with Optimal Excess Risk in Misspecified Density Estimation and Logistic Regression Jaouad Mourtada, Stéphane Gaïffas

AISTATS 2021 Asymptotics of Ridge(less) Regression Under General Source Condition Dominic Richards, Jaouad Mourtada, Lorenzo Rosasco

AISTATS 2021 Regularized ERM on Random Subspaces Andrea Della Vecchia, Jaouad Mourtada, Ernesto De Vito, Lorenzo Rosasco

JMLR 2019 On the Optimality of the Hedge Algorithm in the Stochastic Regime Jaouad Mourtada, Stéphane Gaïffas

ALT 2017 Efficient Tracking of a Growing Number of Experts Jaouad Mourtada, Odalric-Ambrym Maillard

NeurIPS 2017 Universal Consistency and Minimax Rates for Online Mondrian Forests Jaouad Mourtada, Stéphane Gaïffas, Erwan Scornet