Kalina Jasinska
Kalina Jasinska
Verified email at cs.put.poznan.pl - Homepage
Title
Cited by
Cited by
Year
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
622016
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, 6355-6366, 2018
212018
Log-time and log-space extreme classification
K Jasinska, N Karampatziakis
arXiv preprint arXiv:1611.01964, 2016
102016
Consistent label tree classifiers for extreme multi-label classification
K Jasinska, K Dembczynski
Extreme Classification Workshop, ICML, 2015
42015
Online probabilistic label trees
K Jasinska-Kobus, M Wydmuch, D Thiruvenkatachari, K Dembczyński
arXiv preprint arXiv:2007.04451, 2020
12020
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
12019
Extreme classification under limited space and time budget
K Jasińska, K Dembczyński, N Karampatziakis
Schedae Informaticae 2016 (Volume 25), 9-23, 2016
12016
Probabilistic Label Trees for Extreme Multi-label Classification
K Jasinska-Kobus, M Wydmuch, K Dembczynski, M Kuznetsov, ...
arXiv preprint arXiv:2009.11218, 2020
2020
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
2020
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
Efficient extreme multi-label classification with guarantees
K Jasinska, PUT POZNAN
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Articles 1–11