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All publications by Alexandra Carpentier
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Simple regret for infinitely many armed bandits
Alexandra Carpentier and Michal Valko
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Extreme bandits
Alexandra Carpentier and Michal Valko
Advances in Neural Information Processing Systems 27, 2014


Stochastic Simultaneous Optimistic Optimization
Michal Valko, Alexandra Carpentier and Rémi Munos
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Toward Optimal Stratification for Stratified Monte-Carlo Integration
Alexandra Carpentier and Rémi Munos
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Online allocation and homogeneous partitioning for piecewise constant mean-approximation
Alexandra Carpentier and Odalric-ambrym Maillard
Advances in Neural Information Processing Systems 25, 2012


Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button
Joan Fruitet, Alexandra Carpentier, Maureen Clerc and Rémi Munos
Advances in Neural Information Processing Systems 25, 2012


Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions
Alexandra Carpentier and Rémi Munos
Advances in Neural Information Processing Systems 25, 2012


Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit
Alexandra Carpentier and Rémi Munos
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Sparse Recovery with Brownian Sensing
Alexandra Carpentier, Odalric-ambrym Maillard and Rémi Munos
Advances in Neural Information Processing Systems 24, 2011


Finite Time Analysis of Stratified Sampling for Monte Carlo
Alexandra Carpentier and Rémi Munos
Advances in Neural Information Processing Systems 24, 2011