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
119 2014 Spectral bandits for smooth graph functions M Valko, R Munos, B Kveton, T Kocák
International Conference on Machine Learning, 46-54, 2014
117 2014 Online learning with noisy side observations T Kocák, G Neu, M Valko
Artificial Intelligence and Statistics, 1186-1194, 2016
39 2016 Spectral thompson sampling T Kocák, M Valko, R Munos, S Agrawal
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
28 2014 Online learning with Erdõs-Rényi side-observation graphs T Kocák, G Neu, M Valko
Uncertainty in Artificial Intelligence, 2016
21 2016 Best arm identification in spectral bandits T Kocák, A Garivier
arXiv preprint arXiv:2005.09841, 2020
16 2020 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
10 2022 Epsilon Best Arm Identification in Spectral Bandits T Kocák, A Garivier
Thirtieth International Joint Conference on Artificial Intelligence {IJCAI …, 2021
7 2021 Families of optimal packings in real and complex Grassmannian spaces T Kocák, M Niepel
Journal of Algebraic Combinatorics 45, 129-148, 2017
5 2017 Spectral bandits T Kocák, R Munos, B Kveton, S Agrawal, M Valko
The Journal of Machine Learning Research 21 (1), 9003-9046, 2020
4 2020 On the Complexity of All A Al Marjani, T Kocak, A Garivier
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
2 2022 Spectral bandits for smooth graph functions with applications in recommender systems T Kocák, M Valko, R Munos, B Kveton, S Agrawal
2 2014 Online Learning with Feedback Graphs: The True Shape of Regret T Kocák, A Carpentier
arXiv preprint arXiv:2306.02971, 2023
1 2023 Apprentissage séquentiel avec similitudes T Kocák
2016 Sequential Learning with Similarities T Kocák
Inria Lille Nord Europe-Laboratoire CRIStAL-Université de Lille, 2016
2016 
Michal ValkoGoogle DeepMind Paris & Inria France & ENS MVAVerified email at deepmind.com
