| Extreme f-measure maximization using sparse probability estimates K Jasinska, K Dembczynski, R Busa-Fekete, K Pfannschmidt, T Klerx, ... International conference on machine learning, 1435-1444, 2016 | 130 | 2016 |
| A no-regret generalization of hierarchical softmax to extreme multi-label classification M Wydmuch, K Jasinska, M Kuznetsov, R Busa-Fekete, K Dembczynski Advances in neural information processing systems 31, 2018 | 109 | 2018 |
| BERT-based similarity learning for product matching J Tracz, PI Wójcik, K Jasinska-Kobus, R Belluzzo, R Mroczkowski, ... Proceedings of Workshop on Natural Language Processing in E-Commerce, 66-75, 2020 | 41 | 2020 |
| Probabilistic label trees for extreme multi-label classification K Jasinska-Kobus, M Wydmuch, K Dembczynski, M Kuznetsov, ... arXiv preprint arXiv:2009.11218, 2020 | 25 | 2020 |
| Log-time and log-space extreme classification K Jasinska, N Karampatziakis arXiv preprint arXiv:1611.01964, 2016 | 17 | 2016 |
| Online probabilistic label trees K Jasinska-Kobus, M Wydmuch, D Thiruvenkatachari, K Dembczynski International Conference on Artificial Intelligence and Statistics, 1801-1809, 2021 | 10 | 2021 |
| Propensity-scored probabilistic label trees M Wydmuch, K Jasinska-Kobus, R Babbar, K Dembczynski Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 9 | 2021 |
| Consistent label tree classifiers for extreme multi-label classification K Jasinska, K Dembczynski Extreme Classification Workshop, ICML, 2015 | 5 | 2015 |
| On the computational complexity of the probabilistic label tree algorithms R Busa-Fekete, K Dembczynski, A Golovnev, K Jasinska, M Kuznetsov, ... arXiv preprint arXiv:1906.00294, 2019 | 4 | 2019 |
| AlleNoise: large-scale text classification benchmark dataset with real-world label noise A Rączkowska, A Osowska-Kurczab, J Szczerbiński, K Jasinska-Kobus, ... arXiv preprint arXiv:2407.10992, 2024 | 1 | 2024 |
| Efficient exact batch prediction for label trees K Jasinska Extreme Multilabel Classification for Social Media at The Web Conference, 2018 | 1 | 2018 |
| Extreme classification under limited space and time budget K Jasińska, K Dembczyński, N Karampatziakis Schedae Informaticae 2016 (Volume 25), 9-23, 2016 | 1 | 2016 |
| AlleNoise-large-scale text classification benchmark dataset with real-world label noise K Jasinska-Kobus, K Nazarko arXiv preprint arXiv:2407.10992, 2024 | | 2024 |
| Bayes optimal prediction for NDCG@k in extreme multi-label classification K Jasinska, K Dembczyński http://da2pl.cs.put.poznan.pl/programme/detailed-programme/da2pl2018 …, 2018 | | 2018 |
| NAPKINXC: PROBABILISTIC LABEL TREES FOR EXTREME MULTI-LABEL CLASSIFICATION K Jasinska-Kobus, M Wydmuch, M Kuznetsov, R Busa-Fekete, ... | | |
| Online probabilistic label trees (OPLTs) K Jasinska-Kobus, M Wydmuch, D Thiruvenkatachari, K Dembczynski Update 1, l1, 0 | | |
| Efficient extreme multi-label classification with guarantees K Jasinska, PUT POZNAN | | |
Krzysztof DembczyńskiPoznan University of TechnologyVerified email at cs.put.poznan.pl
