Прати
Tomáš Kocák
Tomáš Kocák
University of Potsdam
Верификована је имејл адреса на uni-potsdam.de
Наслов
Навело
Навело
Година
Spectral bandits for smooth graph functions
M Valko, R Munos, B Kveton, T Kocák
International conference on machine learning, 46-54, 2014
1392014
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
1392014
Online learning with noisy side observations
T Kocák, G Neu, M Valko
Artificial Intelligence and Statistics, 1186-1194, 2016
422016
Spectral thompson sampling
T Kocák, M Valko, R Munos, S Agrawal
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
302014
Online learning with Erdős-Rényi side-observation graphs
T Kocák, G Neu, M Valko
Uncertainty in Artificial Intelligence, 2016
252016
Best arm identification in spectral bandits
T Kocák, A Garivier
arXiv preprint arXiv:2005.09841, 2020
222020
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
162022
Epsilon Best Arm Identification in Spectral Bandits
T Kocák, A Garivier
Thirtieth International Joint Conference on Artificial Intelligence {IJCAI …, 2021
112021
Spectral bandits
T Kocák, R Munos, B Kveton, S Agrawal, M Valko
Journal of Machine Learning Research 21 (218), 1-44, 2020
92020
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
62022
Families of optimal packings in real and complex Grassmannian spaces
T Kocák, M Niepel
Journal of Algebraic Combinatorics 45, 129-148, 2017
42017
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
AAAI Workshop on Sequential Decision-Making with Big Data, 2014
22014
On Weak Regret Analysis for Dueling Bandits
EM Saad, A Carpentier, T Kocák, N Verzelen
Advances in Neural Information Processing Systems 37, 40752-40791, 2025
2025
On the complexity of All -Best Arms Identification
AA Marjani, T Kocák, A Garivier
arXiv preprint arXiv:2202.06280, 2022
2022
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
Систем тренутно не може да изврши ову радњу. Пробајте поново касније.
Чланци 1–17