Tomás Kocák

According to our database, Tomás Kocák authored at least 11 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Online Learning with Feedback Graphs: The True Shape of Regret.

Tomás Kocák, Alexandra Carpentier

Proceedings of the International Conference on Machine Learning, 2023

2022

On the Complexity of All ε-Best Arms Identification.

Aymen Al Marjani, Tomás Kocák, Aurélien Garivier

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits.

Antoine Barrier, Aurélien Garivier, Tomás Kocák

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Epsilon Best Arm Identification in Spectral Bandits.

Tomás Kocák, Aurélien Garivier

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Best Arm Identification in Spectral Bandits.

Tomás Kocák, Aurélien Garivier

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2016

Sequential Learning with Similarities. (Apprentissage séquentiel avec similitudes).

Tomás Kocák

PhD thesis, 2016

Online learning with Erdos-Renyi side-observation graphs.

Tomás Kocák, Gergely Neu, Michal Valko

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Online Learning with Noisy Side Observations.

Tomás Kocák, Gergely Neu, Michal Valko

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2014

Efficient learning by implicit exploration in bandit problems with side observations.

Tomás Kocák, Gergely Neu, Michal Valko, Rémi Munos

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Spectral Bandits for Smooth Graph Functions.

Michal Valko, Rémi Munos, Branislav Kveton, Tomás Kocák

Proceedings of the 31th International Conference on Machine Learning, 2014

Spectral Thompson Sampling.

Tomás Kocák, Michal Valko, Rémi Munos, Shipra Agrawal

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014