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Tomáš Kocák
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Spectral bandits for smooth graph functions
M Valko, R Munos, B Kveton, T Kocák
International Conference on Machine Learning, 46-54, 2014
952014
Efficient learning by implicit exploration in bandit problems with side observations
T Kocák, G Neu, M Valko, R Munos
Advances in Neural Information Processing Systems 27, 2014
932014
Online learning with noisy side observations
T Kocák, G Neu, M Valko
Artificial Intelligence and Statistics, 1186-1194, 2016
332016
Spectral thompson sampling
T Kocák, M Valko, R Munos, S Agrawal
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
272014
Online learning with Erdős-Rényi side-observation graphs
T Kocák, G Neu, M Valko
Uncertainty in Artificial Intelligence, 2016
182016
Best arm identification in spectral bandits
T Kocák, A Garivier
arXiv preprint arXiv:2005.09841, 2020
62020
Families of optimal packings in real and complex Grassmannian spaces
T Kocák, M Niepel
Journal of Algebraic Combinatorics 45 (1), 129-148, 2017
42017
Spectral bandits
T Kocák, R Munos, B Kveton, S Agrawal, M Valko
Microtome Publishing, 2020
32020
Spectral bandits for smooth graph functions with applications in recommender systems
T Kocák, M Valko, R Munos, B Kveton, S Agrawal
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
22014
A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits
A Barrier, A Garivier, T Kocák
International Conference on Artificial Intelligence and Statistics, 10078-10109, 2022
2022
On the complexity of All -Best Arms Identification
AA Marjani, T Kocák, A Garivier
arXiv preprint arXiv:2202.06280, 2022
2022
Epsilon Best Arm Identification in Spectral Bandits
T Kocák, A Garivier
Thirtieth International Joint Conference on Artificial Intelligence {IJCAI …, 2021
2021
Apprentissage séquentiel avec similitudes
T Kocák
2016
Sequential Learning with Similarities
T Kocák
Inria Lille Nord Europe-Laboratoire CRIStAL-Université de Lille, 2016
2016
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Artikelen 1–14