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All publications by Eyke Hüllermeier
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Qualitative Multi-Armed Bandits: A Quantile-Based Approach
Balazs Szorenyi, Robert Busa-fekete, Paul Weng and Eyke Hüllermeier
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Online F-Measure Optimization
Róbert Busa-fekete, Balázs Szörényi, Krzysztof Dembczynski and Eyke Hüllermeier
Advances in Neural Information Processing Systems 28, 2015


Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach
Balázs Szörényi, Róbert Busa-fekete, Adil Paul and Eyke Hüllermeier
Advances in Neural Information Processing Systems 28, 2015


Label Ranking with Partial Abstention based on Thresholded Probabilistic Models
Weiwei Cheng, Willem Waegeman, Volkmar Welker and Eyke Hüllermeier
Advances in Neural Information Processing Systems 25, 2012


Consistent Multilabel Ranking through Univariate Losses
Krzysztof Dembczynski, Wojciech Kotlowski and Eyke Hüllermeier
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


An Exact Algorithm for F-Measure Maximization
Krzysztof J. Dembczynski, Willem Waegeman, Weiwei Cheng and Eyke Hüllermeier
Advances in Neural Information Processing Systems 24, 2011


Bipartite Ranking through Minimization of Univariate Loss
Wojciech Kotlowski, Krzysztof J. Dembczynski and Eyke Hüllermeier
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains
Weiwei Cheng, Eyke Hüllermeier and Krzysztof J. Dembczynski
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Graded Multilabel Classification: The Ordinal Case
Weiwei Cheng, Eyke Hüllermeier and Krzysztof J. Dembczynski
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Label Ranking Methods based on the Plackett-Luce Model
Weiwei Cheng, Eyke Hüllermeier and Krzysztof J. Dembczynski
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Decision tree and instance-based learning for label ranking
Weiwei Cheng, Jens C. Huhn and Eyke Hüllermeier
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009