Kocák, Tomáš

12 publications

NeurIPS 2024 On Weak Regret Analysis for Dueling Bandits El Mehdi Saad, Alexandra Carpentier, Tomáš Kocák, Nicolas Verzelen

ICML 2023 Online Learning with Feedback Graphs: The True Shape of Regret Tomáš Kocák, Alexandra Carpentier

AISTATS 2022 A Non-Asymptotic Approach to Best-Arm Identification for Gaussian Bandits Antoine Barrier, Aurélien Garivier, Tomáš Kocák

ECML-PKDD 2022 On the Complexity of All Ε-Best Arms Identification Aymen Al Marjani, Tomás Kocák, Aurélien Garivier

IJCAI 2021 Epsilon Best Arm Identification in Spectral Bandits Tomás Kocák, Aurélien Garivier

IJCAI 2020 Best Arm Identification in Spectral Bandits Tomás Kocák, Aurélien Garivier

JMLR 2020 Spectral Bandits Tomáš Kocák, Rémi Munos, Branislav Kveton, Shipra Agrawal, Michal Valko

UAI 2016 Online Learning with Erdos-Renyi Side-Observation Graphs Tomás Kocák, Gergely Neu, Michal Valko

AISTATS 2016 Online Learning with Noisy Side Observations Tomás Kocák, Gergely Neu, Michal Valko

NeurIPS 2014 Efficient Learning by Implicit Exploration in Bandit Problems with Side Observations Tomáš Kocák, Gergely Neu, Michal Valko, Remi Munos

ICML 2014 Spectral Bandits for Smooth Graph Functions Michal Valko, Remi Munos, Branislav Kveton, Tomáš Kocák

AAAI 2014 Spectral Thompson Sampling Tomás Kocák, Michal Valko, Rémi Munos, Shipra Agrawal