Staff

Prof. Jacek Tabor
  • clustering methods
  • information theory
  • entropy based classification
Prof. Igor T. Podolak
  • hierarchical classification
  • deep learning
  • learning theory
Prof. Adam Roman
  • software testing and quality
  • automata and formal languages
  • classification theory
Dr Jarek Duda
  • information theory
  • machine learning
  • bioinformatics
  • algorithm complexity
  • graph theory
  • physics
Dr Krzysztof Misztal
  • image processing
  • biometrics methods
Dr Przemysław Spurek
  • compression theory
  • clustering methods
Dr Łukasz Struski
  • machine learning
  • deep learning
Dr Marek Śmieja
  • clustering methods
  • entropy theory
  • semi-supervised learning
Dr Bartosz Zieliński
  • gramatics inference
  • image processing
  • computer vision

PhD students

Andrzej Bedychaj
  • independent component analysis
  • compression algorithms
Jakub Chłędowski
  • representation learning
  • natural language processing
  • reinforcement learning
Tomasz Danel
  • generative models
  • convolutional neural networks
  • bioinformatics
Krzysztof Galias
  • reinforcement learning
  • deep learning
  • AI safety
Damian Leśniak
  • cheminformatics
Łukasz Maziarka
  • cheminformatics
  • graph convolutional neural networks
  • natural language rocessing
Aleksandra Nowak
  • disentanglement learning
  • neural architecture search
Agnieszka Pocha
  • deep learning
  • cheminformatics
  • natural language programming
Dawid Rymarczyk
  • computer vision
  • medical imaging
  • active learning
  • interpretability of neural networks
Igor Sieradzki
  • generative models
  • reinforcement learning
Maciej Szymczak
  • natural language processing
  • theory of programming languages
Magdalena Wiercioch
  • learning
  • data clustering
  • natural language processing
Maciej Wołczyk
  • reinforcement learning
  • generative models
  • continual learning
Bartosz Wójcik
  • deep learning
  • clustering methods
  • generative models
Michał Zając
  • reinforcement learning
  • adversarial examples
Konrad Żołna
  • deep learning
  • imitation learning

Former members

Dr Wojciech M. Czarnecki
Dr Stanisław Jastrzębski

Contact Us

Group of Machine Learning Research
Faculty of Mathematics and Computer Science
ul. Lojasiewicza 6
30-342, Cracow, Poland