Spectral bandits for smooth graph functions M Valko, R Munos, B Kveton, T Kocák
International conference on machine learning, 46-54, 2014
137 2014 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
134 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
30 2014 Online learning with Erdős-Rényi side-observation graphs T Kocák, G Neu, M Valko
Uncertainty in Artificial Intelligence, 2016
22 2016 Best arm identification in spectral bandits T Kocák, A Garivier
arXiv preprint arXiv:2005.09841, 2020
19 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
11 2022 Spectral bandits T Kocák, R Munos, B Kveton, S Agrawal, M Valko
Journal of Machine Learning Research 21 (218), 1-44, 2020
9 2020 Epsilon Best Arm Identification in Spectral Bandits T Kocák, A Garivier
Thirtieth International Joint Conference on Artificial Intelligence {IJCAI …, 2021
8 2021 On the Complexity of All A Al Marjani, T Kocak, A Garivier
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
4 2022 Families of optimal packings in real and complex Grassmannian spaces T Kocák, M Niepel
Journal of Algebraic Combinatorics 45, 129-148, 2017
4 2017 Online learning with feedback graphs: The true shape of regret T Kocák, A Carpentier
International Conference on Machine Learning, 17260-17282, 2023
2 2023 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
2 2014 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 Weak Regret Analysis for Dueling Bandits EM Saad, A Carpentier, T Kocák, N Verzelen
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0
On the complexity of All∈-Best Arms Identification A Al Marjani, T Kocak, A Garivier
Michal ValkoLlama @ Meta Paris & Inria & MVA - Ex: Gemini and BYOL @ Google DeepMindVerified email at meta.com