Krzysztof Dembczynski
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
26
Venues
12
Active years
2006–2025
Best venue rank
A*
Where they publish
Papers
26 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Optimal downsampling for Imbalanced Classification with Generalized Linear Models. | Yan Chen, Jose H. Blanchet, Krzysztof Dembczynski, Laura Fee Nern, Aaron E. Flores |
| 2024 | ICLR | Consistent algorithms for multi-label classification with macro-at-k metrics. | Erik Schultheis, Wojciech Kotlowski, Marek Wydmuch, Rohit Babbar, Strom Borman, Krzysztof Dembczynski |
| 2024 | ICML | A General Online Algorithm for Optimizing Complex Performance Metrics. | Wojciech Kotlowski, Marek Wydmuch, Erik Schultheis, Rohit Babbar, Krzysztof Dembczynski |
| 2022 | KDD | On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification. | Erik Schultheis, Marek Wydmuch, Rohit Babbar, Krzysztof Dembczynski |
| 2022 | UAI | Set-valued prediction in hierarchical classification with constrained representation complexity. | Thomas Mortier, Eyke Hllermeier, Krzysztof Dembczynski, Willem Waegeman |
| 2021 | AISTATS | Online probabilistic label trees. | Marek Wydmuch, Kalina Jasinska-Kobus, Devanathan Thiruvenkatachari, Krzysztof Dembczynski |
| 2021 | SIGIR | Propensity-scored Probabilistic Label Trees. | Marek Wydmuch, Kalina Jasinska-Kobus, Rohit Babbar, Krzysztof Dembczynski |
| 2018 | WWW | Extreme Multilabel Classification for Social Media Chairs' Welcome and Organization. | Akshay Soni, Aasish Pappu, Rbert Busa-Fekete, Krzysztof Dembczynski |
| 2017 | ICML | Consistency Analysis for Binary Classification Revisited. | Krzysztof Dembczynski, Wojciech Kotlowski, Oluwasanmi Koyejo, Nagarajan Natarajan |
| 2016 | ICML | Extreme F-measure Maximization using Sparse Probability Estimates. | Kalina Jasinska, Krzysztof Dembczynski, Rbert Busa-Fekete, Karlson Pfannschmidt, Timo Klerx, Eyke Hllermeier |
| 2015 | ACML | Surrogate regret bounds for generalized classification performance metrics. | Wojciech Kotlowski, Krzysztof Dembczynski |
| 2013 | ICAISC | Matrix Factorization for Travel Time Estimation in Large Traffic Networks. | Krzysztof Dembczynski, Wojciech Kotlowski, Przemyslaw Gawel, Adam Szarecki, Andrzej Jaszkiewicz |
| 2013 | ICML | Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization. | Krzysztof Dembczynski, Arkadiusz Jachnik, Wojciech Kotlowski, Willem Waegeman, Eyke Hllermeier |
| 2012 | ADBIS | Community Traffic: A Technology for the Next Generation Car Navigation. | Przemyslaw Gawel, Krzysztof Dembczynski, Wojciech Kotlowski, Marek Kubiak, Robert Susmaga, Piotr Zielniewicz, Andrzej Jaszkiewicz |
| 2012 | ADBIS | Adapting Travel Time Estimates to Current Traffic Conditions. | Przemyslaw Gawel, Krzysztof Dembczynski, Robert Susmaga, Przemyslaw Wesolek, Piotr Zielniewicz, Andrzej Jaszkiewicz |
| 2012 | ECAI | An Analysis of Chaining in Multi-Label Classification. | Krzysztof Dembczynski, Willem Waegeman, Eyke Hllermeier |
| 2012 | ICML | Consistent Multilabel Ranking through Univariate Losses. | Krzysztof Dembczynski, Wojciech Kotlowski, Eyke Hllermeier |
| 2011 | ICML | Bipartite Ranking through Minimization of Univariate Loss. | Wojciech Kotlowski, Krzysztof Dembczynski, Eyke Hllermeier |
| 2010 | ICML | Label Ranking Methods based on the Plackett-Luce Model. | Weiwei Cheng, Krzysztof Dembczynski, Eyke Hllermeier |
| 2010 | ICML | Graded Multilabel Classification: The Ordinal Case. | Weiwei Cheng, Krzysztof Dembczynski, Eyke Hllermeier |
| 2010 | ICML | Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains. | Krzysztof Dembczynski, Weiwei Cheng, Eyke Hllermeier |
| 2008 | ICAISC | Solving Regression by Learning an Ensemble of Decision Rules. | Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski |
| 2008 | ICML | Maximum likelihood rule ensembles. | Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski |
| 2006 | DaWaK | Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods. | Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Mariusz Pawlowski |
| 2006 | ICAISC | Interactive Analysis of Preference-Ordered Data Using Dominance-Based Rough Set Approach. | Jerzy Blaszczynski, Krzysztof Dembczynski, Roman Slowinski |
| 2006 | ICAISC | Additive Preference Model with Piecewise Linear Components Resulting from Dominance-Based Rough Set Approximations. | Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski |