Fast Independent Component Analysis algorithm with a simple closed-form solution
J Tabor , P Spurek , L Struski , M Smieja
Processing of missing data by neural networks
Łukasz Struski , Jacek Tabor , Bartosz Zieliński , Marek Śmieja
neural information processing systems 31 2719 -2729
15
2018
Semi-supervised model-based clustering with controlled clusters leakage
Marek Śmieja , Łukasz Struski , Jacek Tabor
Expert Systems With Applications 85 146 -157
6
2017
Processing of Incomplete Images by (Graph) Convolutional Neural Networks.
Tomasz Danel , Marek Śmieja , Łukasz Struski , Przemysław Spurek
international conference on neural information processing 512 -523
1
2020
Spatial Graph Convolutional Networks
Tomasz Danel , Przemysław Spurek , Jacek Tabor , Marek Śmieja
international conference on neural information processing 668 -675
42
2020
Iterative Imputation of Missing Data Using Auto-Encoder Dynamics
Marek Śmieja , Maciej Kołomycki , Łukasz Struski , Mateusz Juda
international conference on neural information processing 258 -269
1
2020
Estimating conditional density of missing values using deep Gaussian mixture model
Marcin Przewięźlikowski , Marek Śmieja , Łukasz Struski
arXiv: Learning
10
2020
Expansivity and Cone-fields in Metric Spaces
Łukasz Struski , Jacek Tabor
Journal of Dynamics and Differential Equations 26 ( 3) 517 -527
2
2014
A classification-based approach to semi-supervised clustering with pairwise constraints
Marek Śmieja , Łukasz Struski , Mário A.T. Figueiredo
Neural Networks 127 193 -203
31
2020
Generalized RBF kernel for incomplete data
Marek Śmieja , Łukasz Struski , Jacek Tabor , Mateusz Marzec
Knowledge Based Systems 173 150 -162
13
2019
Cone-fields without constant orbit core dimension
Tomasz Kułaga , Jacek Tabor , Łukasz Struski
Discrete and Continuous Dynamical Systems 32 ( 10) 3651 -3664
2
2012
Lossy compression approach to subspace clustering
Łukasz Struski , Jacek Tabor , Przemysław Spurek
Information Sciences 435 161 -183
9
2018
Projected memory clustering
Łukasz Struski , Przemysław Spurek , Jacek Tabor , Marek Śmieja
Pattern Recognition Letters 123 9 -15
2019
Neural spatio-temporal patterns of information processing related to cognitive conflict and correct or false recognitions
Romuald A Janik , Igor T Podolak , Łukasz Struski , Anna Ceglarek
Scientific Reports 12 ( 1) 5271
2
2022
Virtual reality-based parallel coordinates plots enhanced with explainable ai and data-science analytics for decision-making processes
Szymon Bobek , Sławomir K Tadeja , Łukasz Struski , Przemysław Stachura
Applied Sciences 12 ( 1) 331 -331
8
2021
Efficient GPU implementation of randomized SVD and its applications
Łukasz Struski , Paweł Morkisz , Przemysław Spurek , Samuel Rodriguez Bernabeu
Expert Systems with Applications 123462 -123462
3
2024
Can auto-encoders help with filling missing data?
Marek Śmieja , Maciej Kołomycki , Łukasz Struski , Mateusz Juda
ICLR 2020 Workshop on Integration of Deep Neural Models and Differential Equations
4
2020
Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models
Łukasz Struski , Michał Sadowski , Tomasz Danel , Jacek Tabor
IEEE Transactions on Neural Networks and Learning Systems
3
2023
Protopshare: Prototypical parts sharing for similarity discovery in interpretable image classification
Dawid Rymarczyk , Łukasz Struski , Jacek Tabor , Bartosz Zieliński
1420 -1430
77
2021
Interpretable image classification with differentiable prototypes assignment
Dawid Rymarczyk , Łukasz Struski , Michał Górszczak , Koryna Lewandowska
Springer Nature Switzerland 351 -368
70
2022