Spectral Thompson Sampling. - Tomás Kocák; Michal Valko; Rémi Munos; Shipra Agrawal 001 (AAAI, 2014)

Spectral Bandits for Smooth Graph Functions. - Michal Valko; Rémi Munos; Branislav Kveton; Tomás Kocák (ICML, 2014)

Efficient learning by implicit exploration in bandit problems with side observations. - Tomás Kocák; Gergely Neu; Michal Valko; Rémi Munos (NIPS, 2014)

Online Learning with Noisy Side Observations. - Tomás Kocák; Gergely Neu; Michal Valko (AISTATS, 2016)

Online learning with Erdos-Renyi side-observation graphs. - Tomás Kocák; Gergely Neu; Michal Valko (UAI, 2016)

Sequential Learning with Similarities. (Apprentissage séquentiel avec similitudes). - Tomás Kocák (2016)

Best Arm Identification in Spectral Bandits. - Tomás Kocák; Aurélien Garivier (IJCAI, 2020)

Epsilon Best Arm Identification in Spectral Bandits. - Tomás Kocák; Aurélien Garivier (IJCAI, 2021)

A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits. - Antoine Barrier; Aurélien Garivier; Tomás Kocák (AISTATS, 2022)

On the Complexity of All ε-Best Arms Identification. - Aymen Al Marjani; Tomás Kocák; Aurélien Garivier (ECML/PKDD (4), 2022)

Online Learning with Feedback Graphs: The True Shape of Regret. - Tomás Kocák; Alexandra Carpentier (ICML, 2023)

On Weak Regret Analysis for Dueling Bandits. - El Mehdi Saad; Alexandra Carpentier; Tomás Kocák; Nicolas Verzelen (NeurIPS, 2024)