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Tomáš Kocák
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Anno
Spectral bandits for smooth graph functions
M Valko, R Munos, B Kveton, T Kocák
International Conference on Machine Learning, 46-54, 2014
1322014
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
1292014
Online learning with noisy side observations
T Kocák, G Neu, M Valko
Artificial Intelligence and Statistics, 1186-1194, 2016
392016
Spectral thompson sampling
T Kocák, M Valko, R Munos, S Agrawal
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
292014
Online learning with Erdős-Rényi side-observation graphs
T Kocák, G Neu, M Valko
Uncertainty in Artificial Intelligence, 2016
222016
Best arm identification in spectral bandits
T Kocák, A Garivier
arXiv preprint arXiv:2005.09841, 2020
202020
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
122022
Epsilon Best Arm Identification in Spectral Bandits
T Kocák, A Garivier
Thirtieth International Joint Conference on Artificial Intelligence {IJCAI …, 2021
82021
Spectral bandits
T Kocák, R Munos, B Kveton, S Agrawal, M Valko
Journal of Machine Learning Research 21 (218), 1-44, 2020
72020
Families of optimal packings in real and complex Grassmannian spaces
T Kocák, M Niepel
Journal of Algebraic Combinatorics 45, 129-148, 2017
42017
On the Complexity of All -Best Arms Identification
A Al Marjani, T Kocak, A Garivier
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
32022
Online learning with feedback graphs: The true shape of regret
T Kocák, A Carpentier
International Conference on Machine Learning, 17260-17282, 2023
22023
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
Apprentissage séquentiel avec similitudes
T Kocák
Inria Lille, 2016
2016
Sequential Learning with Similarities
T Kocák
Inria Lille Nord Europe-Laboratoire CRIStAL-Université de Lille, 2016
2016
On the complexity of All∈-Best Arms Identification
A Al Marjani, T Kocak, A Garivier
Il sistema al momento non puň eseguire l'operazione. Riprova piů tardi.
Articoli 1–16