According to our database1, Jaouad Mourtada authored at least 7 papers between 2017 and 2020.
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Regularized ERM on random subspaces.
On the optimality of the Hedge algorithm in the stochastic regime.
J. Mach. Learn. Res., 2019
An improper estimator with optimal excess risk in misspecified density estimation and logistic regression.
AMF: Aggregated Mondrian Forests for Online Learning.
Anytime Hedge achieves optimal regret in the stochastic regime.
Universal consistency and minimax rates for online Mondrian Forests.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Efficient tracking of a growing number of experts.
Proceedings of the International Conference on Algorithmic Learning Theory, 2017