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All publications by Wojciech Kotlowski
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Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization
Krzysztof Dembczynski, Arkadiusz Jachnik, Wojciech Kotlowski, Willem Waegeman and Eyke Huellermeier
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


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


Learning Eigenvectors for Free
Wouter M. Koolen, Wojciech Kotlowski and Manfred K. Warmuth
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


Rule learning with monotonicity constraints
Wojciech Kotlowski and Roman Slowinski
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


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