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
842014
Efficient learning by implicit exploration in bandit problems with side observations
T Kocák, G Neu, M Valko, R Munos
752014
Spectral thompson sampling
T Kocák, M Valko, R Munos, S Agrawal
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
282014
Online learning with noisy side observations
T Kocák, G Neu, M Valko
Artificial Intelligence and Statistics, 1186-1194, 2016
252016
Online learning with Erdős-Rényi side-observation graphs
T Kocák, G Neu, M Valko
Uncertainty in Artificial Intelligence, 2016
152016
Families of optimal packings in real and complex Grassmannian spaces
T Kocák, M Niepel
Journal of Algebraic Combinatorics 45 (1), 129-148, 2017
22017
Spectral bandits for smooth graph functions with applications in recommender systems
T Kocák, M Valko, R Munos, B Kveton, S Agrawal
AAAI Workshop on Sequential Decision-Making with Big Data, 2014
22014
Spectral bandits
T Kocák, R Munos, B Kveton, S Agrawal, M Valko
Journal of Machine Learning Research, 2020
12020
Best Arm Identification in Spectral Bandits
T Kocák, A Garivier
arXiv preprint arXiv:2005.09841, 2020
2020
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 1–11