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ORCIDJaouad Mourtada
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2020 – today
- 2023
[c5]Jaouad Mourtada, Tomas Vaskevicius, Nikita Zhivotovskiy:
Local Risk Bounds for Statistical Aggregation. COLT 2023: 5697-5698- [i9]Jaouad Mourtada
:
Universal coding, intrinsic volumes, and metric complexity. CoRR abs/2303.07279 (2023) - [i8]Jaouad Mourtada, Tomas Vaskevicius, Nikita Zhivotovskiy:
Local Risk Bounds for Statistical Aggregation. CoRR abs/2306.17151 (2023) - 2022
- [j2]Jaouad Mourtada, Stéphane Gaïffas:
An improper estimator with optimal excess risk in misspecified density estimation and logistic regression. J. Mach. Learn. Res. 23: 31:1-31:49 (2022) - [i7]Jaouad Mourtada, Lorenzo Rosasco:
An elementary analysis of ridge regression with random design. CoRR abs/2203.08564 (2022) - 2021
- [c4]Dominic Richards, Jaouad Mourtada, Lorenzo Rosasco:
Asymptotics of Ridge(less) Regression under General Source Condition. AISTATS 2021: 3889-3897 - [c3]Andrea Della Vecchia, Jaouad Mourtada, Ernesto De Vito, Lorenzo Rosasco:
Regularized ERM on random subspaces. AISTATS 2021: 4006-4014 - [i6]Jaouad Mourtada, Tomas Vaskevicius, Nikita Zhivotovskiy:
Distribution-Free Robust Linear Regression. CoRR abs/2102.12919 (2021) - 2020
- [b1]Jaouad Mourtada:
Contributions à l'apprentissage statistique : estimation de densité, agrégation d'experts et forêts aléatoires. (Contributions to statistical learning : density estimation, expert aggregation and random forests). Institut Polytechnique de Paris, France, 2020 - [i5]Andrea Della Vecchia, Jaouad Mourtada, Ernesto De Vito, Lorenzo Rosasco:
Regularized ERM on random subspaces. CoRR abs/2006.10016 (2020)
2010 – 2019
- 2019
- [j1]Jaouad Mourtada, Stéphane Gaïffas:
On the optimality of the Hedge algorithm in the stochastic regime. J. Mach. Learn. Res. 20: 83:1-83:28 (2019) - [i4]Jaouad Mourtada, Stéphane Gaïffas, Erwan Scornet:
AMF: Aggregated Mondrian Forests for Online Learning. CoRR abs/1906.10529 (2019) - [i3]Jaouad Mourtada, Stéphane Gaïffas:
An improper estimator with optimal excess risk in misspecified density estimation and logistic regression. CoRR abs/1912.10784 (2019) - 2018
- [i2]Jaouad Mourtada, Stéphane Gaïffas:
Anytime Hedge achieves optimal regret in the stochastic regime. CoRR abs/1809.01382 (2018) - 2017
- [c2]Jaouad Mourtada, Odalric-Ambrym Maillard:
Efficient tracking of a growing number of experts. ALT 2017: 517-539 - [c1]Jaouad Mourtada, Stéphane Gaïffas, Erwan Scornet:
Universal consistency and minimax rates for online Mondrian Forests. NIPS 2017: 3758-3767 - [i1]Jaouad Mourtada, Odalric-Ambrym Maillard:
Efficient tracking of a growing number of experts. CoRR abs/1708.09811 (2017)
Coauthor Index
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