Recent publications
- Patryk Marszałek, Kamil Książek, Furman Oleksii, Ulvi Movsum-zada, Przemysław Spurek, Marek Śmieja, HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data, Neurocomputing 671 (2026), 132748
- Kamil Książek, Wilhelm Masarczyk, Przemysław Głomb, Michał Romaszewski, Krisztián Buza, Przemysław Sekuła, Michał Cholewa, Katarzyna Kołodziej, Piotr Gorczyca, Magdalena Piegza, Deep learning approach for automatic assessment of schizophrenia and bipolar disorder in patients using R-R intervals, PLoS Computational Biology 21 (2025), 1012983
- Kamil Książek, Przemysław Spurek, HyperMask: Adaptive hypernetwork-based masks for continual learning, Neural Networks 191 (2025), 107736
- Patryk Krukowski, Anna Bielawska, Kamil Książek, Paweł Wawrzynski, Paweł Batorski, Przemysław Spurek, HINT: Hypernetwork Approach to Training Weight Interval Regions in Continual Learning, Information Sciences 717 (2025), 122261
- Marcin Sendera, Łukasz Struski, Kamil Książek, Kryspin Musiol, Jacek Tabor, Dawid Rymarczyk, SEMU: Singular Value Decomposition for Efficient Machine Unlearning, International Conference on Machine Learning [ICML] 267 Proceedings of Machine Learning (2025), 53843-53866
Interests
deep learning, continual learning, biomedical applications of machine learning (especially in terms of the severity assessment of psychotic disorders), hyperspectral imaging
Kamil Książek
academic degree/title Doctor of Philosophy (PhD) positionresearch and faculty staff member group, assistant professor
unit
- Division of Machine Learning
- Institute of Computer Science and Computational Mathematics
- Group of Machine Learning Research (GMUM)
Prof. S. Łojasiewicza 6 street, room 2163
kamil.ksiazek@uj.edu.pl
www