Tomás Kocák

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Multi Armed Bandit Problems

Spectral Features

Top Venues

Lille University of Science and Technology, France (PHD)

Education History

Lille University of Science and Technology, France

PHD

Publications

Tomás Kocák, Alexandra Carpentier
Online Learning with Feedback Graphs: The True Shape of Regret. CoRR (2023)
Tomás Kocák, Alexandra Carpentier
Online Learning with Feedback Graphs: The True Shape of Regret. ICML (2023)
Aymen Al Marjani, Tomás Kocák, Aurélien Garivier
On the complexity of All ε-Best Arms Identification. CoRR (2022)
Antoine Barrier, Aurélien Garivier, Tomás Kocák
A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits. AISTATS (2022)
Aymen Al Marjani, Tomás Kocák, Aurélien Garivier
On the Complexity of All ε-Best Arms Identification. ECML/PKDD (4) (2022)
Tomás Kocák, Aurélien Garivier
Epsilon Best Arm Identification in Spectral Bandits. IJCAI (2021)
Tomás Kocák, Aurélien Garivier
Best Arm Identification in Spectral Bandits. CoRR (2020)
Tomás Kocák, Aurélien Garivier
Best Arm Identification in Spectral Bandits. IJCAI (2020)
Tomás Kocák, Gergely Neu, Michal Valko
Online Learning with Noisy Side Observations. AISTATS (2016)
Tomás Kocák, Gergely Neu, Michal Valko
Online learning with Erdos-Renyi side-observation graphs. UAI (2016)
Michal Valko, Rémi Munos, Branislav Kveton, Tomás Kocák
Spectral Bandits for Smooth Graph Functions. ICML (2014)
Tomás Kocák, Michal Valko, Rémi Munos, Shipra Agrawal
Spectral Thompson Sampling. AAAI (2014)
Tomás Kocák, Gergely Neu, Michal Valko, Rémi Munos
Efficient learning by implicit exploration in bandit problems with side observations. NIPS (2014)