Wojciech Kotlowski
Wojciech Kotlowski
Verified email at cs.put.poznan.pl
Title
Cited by
Cited by
Year
Stochastic dominance-based rough set model for ordinal classification
W Kotłowski, K Dembczyński, S Greco, R Słowiński
Information Sciences 178 (21), 4019-4037, 2008
1372008
Optimizing the F-measure in multi-label classification: Plug-in rule approach versus structured loss minimization
K Dembczynski, A Jachnik, W Kotlowski, W Waegeman, E Hüllermeier
International conference on machine learning, 1130-1138, 2013
1002013
Predicting ads clickthrough rate with decision rules
K Dembczynski, W Kotlowski, D Weiss
Workshop on targeting and ranking in online advertising 2008, 2008
842008
Bipartite ranking through minimization of univariate loss
W Kotlowski, K Dembczynski, E Huellermeier
ICML, 2011
832011
ENDER: a statistical framework for boosting decision rules
K Dembczyński, W Kotłowski, R Słowiński
Data Mining and Knowledge Discovery 21 (1), 52-90, 2010
642010
On nonparametric ordinal classification with monotonicity constraints
W Kotlowski, R Slowinski
IEEE Transactions on Knowledge and Data Engineering 25 (11), 2576-2589, 2012
622012
Rule learning with monotonicity constraints
W Kotłowski, R Słowiński
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
612009
Follow the leader with dropout perturbations
T Van Erven, W Kotłowski, MK Warmuth
Conference on Learning Theory, 949-974, 2014
472014
Online PCA with optimal regret
J Nie, W Kotłowski, MK Warmuth
The Journal of Machine Learning Research 17 (1), 6022-6070, 2016
452016
Maximum likelihood rule ensembles
K Dembczyński, W Kotłowski, R Słowiński
Proceedings of the 25th international conference on Machine learning, 224-231, 2008
442008
Maximum likelihood rule ensembles
K Dembczyński, W Kotłowski, R Słowiński
Proceedings of the 25th international conference on Machine learning, 224-231, 2008
442008
Quantum learning: asymptotically optimal classification of qubit states
M Guţă, W Kotłowski
New Journal of Physics 12 (12), 123032, 2010
392010
Statistical model for rough set approach to multicriteria classification
K Dembczyński, S Greco, W Kotłowski, R Słowiński
European Conference on Principles of Data Mining and Knowledge Discovery …, 2007
382007
Consistent multilabel ranking through univariate losses
K Dembczynski, W Kotlowski, E Hüllermeier
arXiv preprint arXiv:1206.6401, 2012
372012
Learning rule ensembles for ordinal classification with monotonicity constraints
K Dembczyński, R Słowiński
Fundamenta Informaticae 94 (2), 163-178, 2009
322009
Solving regression by learning an ensemble of decision rules
K Dembczyński, W Kotłowski, R Słowiński
International Conference on Artificial Intelligence and Soft Computing, 533-544, 2008
302008
Ordinal classification with decision rules
K Dembczyński, W Kotłowski, R Słowiński
International Workshop on Mining Complex Data, 169-181, 2007
292007
Learning of rule ensembles for multiple attribute ranking problems
K Dembczyński, W Kotłowski, R Słowiński, M Szeląg
Preference learning, 217-247, 2010
252010
Horizon-independent optimal prediction with log-loss in exponential families
P Bartlett, P Grünwald, P Harremoës, F Hedayati, W Kotlowski
Conference on Learning Theory, 639-661, 2013
192013
Maximum likelihood vs. sequential normalized maximum likelihood in on-line density estimation
W Kotłowski, P Grünwald
Proceedings of the 24th Annual Conference on Learning Theory, 457-476, 2011
192011
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Articles 1–20