Alexandra Carpentier
Alexandra Carpentier
OvGU Magdeburg
Verified email at ovgu.de
TitleCited byYear
Stochastic simultaneous optimistic optimization
M Valko, A Carpentier, R Munos
International Conference on Machine Learning, 19-27, 2013
702013
Bandit theory meets compressed sensing for high dimensional stochastic linear bandit
A Carpentier, R Munos
Artificial Intelligence and Statistics, 190-198, 2012
532012
An optimal algorithm for the thresholding bandit problem
A Locatelli, M Gutzeit, A Carpentier
arXiv preprint arXiv:1605.08671, 2016
462016
Upper-confidence-bound algorithms for active learning in multi-armed bandits
A Carpentier, A Lazaric, M Ghavamzadeh, R Munos, P Auer
International Conference on Algorithmic Learning Theory, 189-203, 2011
452011
Simple regret for infinitely many armed bandits
A Carpentier, M Valko
International Conference on Machine Learning, 1133-1141, 2015
412015
Tight (lower) bounds for the fixed budget best arm identification bandit problem
A Carpentier, A Locatelli
Conference on Learning Theory, 590-604, 2016
332016
Revealing graph bandits for maximizing local influence
A Carpentier, M Valko
292016
Finite time analysis of stratified sampling for Monte Carlo
A Carpentier, R Munos
Advances in Neural Information Processing Systems, 1278-1286, 2011
262011
Extreme bandits
A Carpentier, M Valko
Advances in Neural Information Processing Systems, 1089-1097, 2014
252014
Uncertainty quantification for matrix compressed sensing and quantum tomography problems
A Carpentier, J Eisert, D Gross, R Nickl
High Dimensional Probability VIII, 385-430, 2019
212019
Hybrid collaborative filtering with autoencoders
F Strub, J Mary, R Gaudel
arXiv preprint arXiv:1603.00806, 2016
192016
Automatic motor task selection via a bandit algorithm for a brain-controlled button
J Fruitet, A Carpentier, R Munos, M Clerc
Journal of neural engineering 10 (1), 016012, 2013
182013
Adaptive confidence sets for matrix completion
A Carpentier, O Klopp, M Löffler, R Nickl
Bernoulli 24 (4A), 2429-2460, 2018
142018
Adaptive and minimax optimal estimation of the tail coefficient
A Carpentier, AKH Kim
Statistica Sinica, 1133-1144, 2015
142015
Adaptivity to Smoothness in X-armed bandits
A Locatelli, A Carpentier
Conference on Learning Theory, 1463-1492, 2018
132018
Two-sample tests for large random graphs using network statistics
D Ghoshdastidar, M Gutzeit, A Carpentier, U von Luxburg
arXiv preprint arXiv:1705.06168, 2017
122017
Honest and adaptive confidence sets in
A Carpentier
Electronic Journal of Statistics 7, 2875-2923, 2013
122013
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button
J Fruitet, A Carpentier, M Clerc, R Munos
Advances in Neural Information Processing Systems, 449-457, 2012
122012
Adaptive estimation of the sparsity in the Gaussian vector model
A Carpentier, N Verzelen
The Annals of Statistics 47 (1), 93-126, 2019
112019
An iterative hard thresholding estimator for low rank matrix recovery with explicit limiting distribution
A Carpentier, AKH Kim
Statistica Sinica 28 (3), 1371-1393, 2018
102018
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Articles 1–20