Independent Component Analysis based on multiple data-weighting. - Andrzej Bedychaj; Przemyslaw Spurek; Lukasz Struski; Jacek Tabor (CoRR, 2019)

WICA: nonlinear weighted ICA. - Andrzej Bedychaj; Przemyslaw Spurek; Aleksandra Nowak 001; Jacek Tabor (CoRR, 2020)

Non-Gaussian Gaussian Processes for Few-Shot Regression. - Marcin Sendera; Jacek Tabor; Aleksandra Nowak 001; Andrzej Bedychaj; Massimiliano Patacchiola; Tomasz Trzcinski; Przemyslaw Spurek; Maciej Zieba (NeurIPS, 2021)

Nonlinear Weighted Independent Component Analysis. - Andrzej Bedychaj; Przemyslaw Spurek; Aleksandra Nowak 001; Jacek Tabor (IPMU (2), 2022)

On the Relationship Between Disentanglement and Multi-task Learning. - Lukasz Maziarka; Aleksandra Nowak 001; Maciej Wolczyk; Andrzej Bedychaj (ECML/PKDD (1), 2022)

StyleAutoEncoder for Manipulating Image Attributes Using Pre-trained StyleGAN. - Andrzej Bedychaj; Jacek Tabor; Marek Smieja (PAKDD (2), 2024)