prof. dr hab. Jacek Tabor dr hab. Igor T. Podolak dr Jarek Duda dr Krzysztof Misztal dr hab. Adam Roman dr Marek Śmieja dr Przemysław Spurek dr Marcin Żelawski dr Bartosz Zieliński dr Łukasz Struski
mgr Stanisław Jastrzębski mgr Damian Leśniak mgr Igor Sieradzki mgr Magdalena Wiercioch mgr Konrad Żołna mgr Jakub Chłędowski mgr Łukasz Maziarka mgr Krzysztof Galias mgr Michał Pietruszka mgr Michał Zając mgr Tomasz Danel mgr Krzysztof Rajda mgr Maciej Szymczak

Team

clustering methods, information theory, entropy based classification
hierarchical classification, deep learning, learning theory
Assistant professor dudajar@gmail.com
information theory, machine learning, bioinformatics, algorithm complexity, graph theory, physics
image processing, biometrics methods
software testing and quality, automata and formal languages, classification theory

.

clustering methods, entropy theory, semi-supervised learning
compression theory, clustering methods
image processing, computational topology, medical applications
gramatics inference, image processing, computer vision
machine learning, deep learning

Phd students

representation learning, cheminformatics, natural language processing
generative models, reinforcement learning
representation learning, data clustering, natural language processing
reinforcement learning, imitation learning, adversarial training
natural language processing, computer vision
deep learning, natural language processing
reinforcement learning, deep learning, ai safety
generative models, natural language processing, semi-supervised learning, medical image segmentation
generative models, reinforcement learning, adversarial examples
generative models, convolutional neural networks, bioinformatics
natural language processing, social media data analysis
natural language processing, theory of programming languages

Regular collaborants

prof. Andrzej Bojarski
Institute of Pharmacology, Polish Academy of Sciences
prof. Amos Storkey
University of Edinburgh

Former Members

dr Wojciech Czarnecki
working at Deep Mind, London
mgr Wojciech Jamrozy (2013)
working at Two Sigma, Seattle (previously Microsoft)
mgr Piotr Wałaszek (2013)
working at Microsoft, Seattle

Contact Us

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