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All publications by Branislav Kveton
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Efficient Learning in Large-Scale Combinatorial Semi-Bandits
Zheng Wen, Branislav Kveton and Azin Ashkan
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Cascading Bandits: Learning to Rank in the Cascade Model
Branislav Kveton, Csaba Szepesvari, Zheng Wen and Azin Ashkan
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Efficient Thompson Sampling for Online Matrix-Factorization Recommendation
Jaya Kawale, Hung H. Bui, Branislav Kveton, Long Tran-thanh and Sanjay Chawla
Advances in Neural Information Processing Systems 28, 2015


Combinatorial Cascading Bandits
Branislav Kveton, Zheng Wen, Azin Ashkan and Csaba Szepesvari
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


Sequential Bayesian Search
Zheng Wen, Branislav Kveton, Brian Eriksson and Sandilya Bhamidipati
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Adaptive Submodular Maximization in Bandit Setting
Victor Gabillon, Branislav Kveton, Zheng Wen, Brian Eriksson and S. Muthukrishnan
Advances in Neural Information Processing Systems 26, 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


Linear Program Approximations for Factored Continuous-State Markov Decision Processes
Milos Hauskrecht and Branislav Kveton
Advances in Neural Information Processing Systems 16, 2003