Training neural networks on high-dimensional data using random projection PI Wójcik, M Kurdziel Pattern Analysis and Applications 22 (3), 1221-1231, 2019 | 66 | 2019 |
How to use Google App engine for free computing M Malawski, M Kuzniar, P Wójcik, M Bubak Internet Computing, IEEE 17 (1), 50-59, 2013 | 53 | 2013 |
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 | 28 | 2020 |
Encouraging orthogonality between weight vectors in pretrained deep neural networks K Grzegorczyk, M Kurdziel, PI Wójcik Neurocomputing 202, 84-90, 2016 | 17 | 2016 |
A framework for domain-specific science gateways J Kocot, T Szepieniec, P Wójcik, M Trzeciak, M Golik, T Grabarczyk, ... eScience on Distributed Computing Infrastructure: Achievements of PLGrid …, 2014 | 16 | 2014 |
Effects of sparse initialization in deep belief networks K Grzegorczyk, M Kurdziel, PI Wójcik Computer Science 16 (4), 313-327, 2015 | 7 | 2015 |
Identification of biomarker genes for resistance to a pathogen by a novel method for meta-analysis of single-channel microarray datasets PI Wójcik, T Ouellet, M Balcerzak, W Dzwinel Journal of bioinformatics and computational biology 13 (04), 1550013, 2015 | 6 | 2015 |
Implementing deep learning algorithms on graphics processor units K Grzegorczyk, M Kurdziel, PI Wójcik Parallel Processing and Applied Mathematics: 11th International Conference …, 2016 | 5 | 2016 |
Random Projection in Deep Neural Networks PI Wójcik arXiv preprint arXiv:1812.09489, 2018 | 4 | 2018 |
Random projection initialization for deep neural networks PI Wójcik, M Kurdziel European Symposium on Artificial Neural Networks, Computational Intelligence …, 2017 | 2 | 2017 |
DON INDUCES GENES THAT INCREASE WHEAT SUSCEPTIBILITY TO FUSARIUM HEAD BLIGHT IN WHEAT T Ouellet, M Balcerzak, W Leung, J Hattori, T Martin, S Gulden, P Wójcik, ... 2013 National Fusarium Head Blight Forum, 76, 2013 | 2 | 2013 |
The CC1 project–system for Private Cloud Computing J Chwastowski, R Grzymkowski, M Kruk, M Nabożny, Z Natkaniec, ... Computer Science 13 (2), 103-111, 2012 | 2 | 2012 |
Domain-Oriented Services for High Energy Physics in Polish Computing Centers K Nawrocki, A Olszewski, A Padée, A Padée, M Witek, P Wójcik, M Zdybał eScience on Distributed Computing Infrastructure: Achievements of PLGrid …, 2014 | | 2014 |
InSilicoLab: a Domain-Specific Science Gateway J Kocot, T Szepieniec, M Sterzel, D Harężlak, M Golik, T Twaróg, P Wójcik | | 2012 |