Jakub M. Tomczak

Attention-based Deep Multiple Instance Learning

Maximilian Ilse, Jakub M. Tomczak, Max Welling · arXiv (Cornell University) · 2018 · 676 citations · Full text

Computing, Computer Science, Computer Vision +12

Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction

Maciej Zięba, Sebastian Klaudiusz Tomczak, Jakub M. Tomczak · Expert Systems with Applications · 2016 · 413 citations

Computing, Data Science, Finance +14

Video Compression With Rate-Distortion Autoencoders

Amirhossein Habibian, Ties van Rozendaal, Jakub M. Tomczak et al. · 2019 · 215 citations · Full text

Computing, Computer Science, Computer Vision +16

Attention-based Deep Multiple Instance Learning

Maximilian Ilse, Jakub M. Tomczak, Max Welling · UvA-DARE (University of Amsterdam) · 2018 · 164 citations · Full text

Computing, Computer Science, Computer Vision +12

Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients

Maciej Zięba, Jakub M. Tomczak, Marek Lubicz et al. · Applied Soft Computing · 2013 · 156 citations

Computing, Data Science, Oncology +16