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All publications by Krzysztof J. Dembczynski
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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


Maximum likelihood rule ensembles
Wojciech Kotlowski, Roman Slowinski and Krzysztof J. Dembczynski
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008