Kalina Jasinska

According to our database, Kalina Jasinska authored at least 8 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AlleNoise - large-scale text classification benchmark dataset with real-world label noise.

Alicja Raczkowska, Aleksandra Osowska-Kurczab, Jacek Szczerbinski, Kalina Jasinska-Kobus, Klaudia Nazarko

CoRR, 2024

2021

Propensity-scored Probabilistic Label Trees.

Marek Wydmuch, Kalina Jasinska-Kobus, Rohit Babbar, Krzysztof Dembczynski

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Online probabilistic label trees.

Marek Wydmuch, Kalina Jasinska-Kobus, Devanathan Thiruvenkatachari, Krzysztof Dembczynski

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Probabilistic Label Trees for Extreme Multi-label Classification.

Kalina Jasinska-Kobus, Marek Wydmuch, Krzysztof Dembczynski, Mikhail Kuznetsov, Róbert Busa-Fekete

CoRR, 2020

2019

On the computational complexity of the probabilistic label tree algorithms.

Róbert Busa-Fekete, Krzysztof Dembczynski, Alexander Golovnev, Kalina Jasinska, Mikhail Kuznetsov, Maxim Sviridenko, Chao Xu

CoRR, 2019

2018

A no-regret generalization of hierarchical softmax to extreme multi-label classification.

Marek Wydmuch, Kalina Jasinska, Mikhail Kuznetsov, Róbert Busa-Fekete, Krzysztof Dembczynski

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016

Log-time and Log-space Extreme Classification.

Kalina Jasinska, Nikos Karampatziakis

CoRR, 2016

Extreme F-measure Maximization using Sparse Probability Estimates.

Kalina Jasinska, Krzysztof Dembczynski, Róbert Busa-Fekete, Karlson Pfannschmidt, Timo Klerx, Eyke Hüllermeier

Proceedings of the 33nd International Conference on Machine Learning, 2016