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All publications by Michal Valko
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Cheap Bandits
Manjesh Hanawal, Venkatesh Saligrama, Michal Valko and Remi Munos
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Simple regret for infinitely many armed bandits
Alexandra Carpentier and Michal Valko
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Black-box optimization of noisy functions with unknown smoothness
Jean-bastien Grill, Michal Valko, Remi Munos and Remi Munos
Advances in Neural Information Processing Systems 28, 2015


Spectral Bandits for Smooth Graph Functions
Michal Valko, Remi Munos, Branislav Kveton and Tomáš Kocák
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Efficient learning by implicit exploration in bandit problems with side observations
Tomáš Kocák, Gergely Neu, Michal Valko and Remi Munos
Advances in Neural Information Processing Systems 27, 2014


Online combinatorial optimization with stochastic decision sets and adversarial losses
Gergely Neu and Michal Valko
Advances in Neural Information Processing Systems 27, 2014


Extreme bandits
Alexandra Carpentier and Michal Valko
Advances in Neural Information Processing Systems 27, 2014


Stochastic Simultaneous Optimistic Optimization
Michal Valko, Alexandra Carpentier and Rémi Munos
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Semi-Supervised Learning with Max-Margin Graph Cuts
Branislav Kveton, Michal Valko, Ali Rahimi and Ling Huang
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010