Jaouad Mourtada

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Density Estimation

Random Subspaces

Top Venues

J. Mach. Learn. Res.

Publications

Jaouad Mourtada, Tomas Vaskevicius, Nikita Zhivotovskiy
Local Risk Bounds for Statistical Aggregation. COLT (2023)
Jaouad Mourtada
Universal coding, intrinsic volumes, and metric complexity. CoRR (2023)
Jaouad Mourtada, Tomas Vaskevicius, Nikita Zhivotovskiy
Local Risk Bounds for Statistical Aggregation. CoRR (2023)
Jaouad Mourtada, Stéphane Gaïffas
An improper estimator with optimal excess risk in misspecified density estimation and logistic regression. J. Mach. Learn. Res. 23 (2022)
Jaouad Mourtada, Lorenzo Rosasco
An elementary analysis of ridge regression with random design. CoRR (2022)
Andrea Della Vecchia, Jaouad Mourtada, Ernesto De Vito, Lorenzo Rosasco
Regularized ERM on random subspaces. AISTATS (2021)
Dominic Richards, Jaouad Mourtada, Lorenzo Rosasco
Asymptotics of Ridge(less) Regression under General Source Condition. AISTATS (2021)
Jaouad Mourtada, Tomas Vaskevicius, Nikita Zhivotovskiy
Distribution-Free Robust Linear Regression. CoRR (2021)
Andrea Della Vecchia, Jaouad Mourtada, Ernesto De Vito, Lorenzo Rosasco
Regularized ERM on random subspaces. CoRR (2020)
Jaouad Mourtada, Stéphane Gaïffas
An improper estimator with optimal excess risk in misspecified density estimation and logistic regression. CoRR (2019)
Jaouad Mourtada, Stéphane Gaïffas
On the optimality of the Hedge algorithm in the stochastic regime. J. Mach. Learn. Res. 20 (2019)
Jaouad Mourtada, Stéphane Gaïffas, Erwan Scornet
AMF: Aggregated Mondrian Forests for Online Learning. CoRR (2019)
Jaouad Mourtada, Stéphane Gaïffas
Anytime Hedge achieves optimal regret in the stochastic regime. CoRR (2018)
Jaouad Mourtada, Odalric-Ambrym Maillard
Efficient tracking of a growing number of experts. CoRR (2017)
Jaouad Mourtada, Stéphane Gaïffas, Erwan Scornet
Universal consistency and minimax rates for online Mondrian Forests. NIPS (2017)
Jaouad Mourtada, Odalric-Ambrym Maillard
Efficient tracking of a growing number of experts. ALT (2017)