Jakub M. Tomczak

Attention-based Deep Multiple Instance Learning

Maximilian Ilse, Jakub M. Tomczak, Max Welling · arXiv (Cornell University) · 2018 · 668 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +17

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 · 396 citations

Synthetic Features Generation, Engineering, Machine Learning +15

Video Compression With Rate-Distortion Autoencoders

Amirhossein Habibian, Ties van Rozendaal, Jakub M. Tomczak et al. · 2019 · 208 citations · Full text

Lossy Compression, Engineering, Machine Learning +17

Attention-based Deep Multiple Instance Learning

Maximilian Ilse, Jakub M. Tomczak, Max Welling · Data Archiving and Networked Services (DANS) · 2018 · 162 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +17

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

Boosted Svm, Data Classification, Support Vector Machine +14