Staff


Prof. Jacek Tabor
Full professor
  • clustering methods
  • information theory
  • entropy based classification
jacek.tabor (AT) uj.edu.pl

Prof. Igor T. Podolak
Assistant professor
  • hierarchical classification
  • deep learning
  • learning theory
igor.podolak (AT) uj.edu.pl

Prof. Adam Roman
Associate professor
  • software testing and quality
  • automata and formal languages
  • classification theory
adam.roman (AT) uj.edu.pl

Prof. Marek Śmieja
Assistant professor
  • clustering methods
  • entropy theory
  • semi-supervised learning
marek.smieja (AT) uj.edu.pl

Prof. Przemysław Spurek
Assistant professor
  • compression theory
  • clustering methods
przemyslaw.spurek (AT) uj.edu.pl

Prof. Tomasz Trzciński
Associate professor
  • computer vision
  • machine learning
  • representation learning
tomasz.trzcinski (AT) pw.edu.pl

Prof. Bartosz Zieliński
Associate professor
  • computer vision
  • explainable artificial intelligence
  • deep learning
bartosz.zielinski (AT) uj.edu.pl

Dr Jarek Duda
Assistant professor
  • information theory
  • machine learning
  • bioinformatics
  • algorithm complexity
  • graph theory
  • physics
dudajar (AT) gmail.com

Dr inż. Rafał Kucharski
Assistant professor
  • urban mobility and transport systems
  • social systems
  • network science
  • agent-based models
rafal.kucharski (AT) uj.edu.pl

Dr Krzysztof Misztal
Assistant professor
  • image processing
  • biometrics methods
krzysztof.misztal (AT) uj.edu.pl

Dr Łukasz Struski
Assistant professor
  • machine learning
  • deep learning
lukasz.struski (AT) uj.edu.pl

PhD students


Klaudia Bałazy
PhD student
  • deep learning
  • natural language processing
  • representation learning
klaudia.balazy (AT) doctoral.uj.edu.pl
Supervisor: Prof. Jacek Tabor

Andrzej Bedychaj
PhD student
  • independent component analysis
  • compression algorithms
andrzej.bedychaj (AT) student.uj.edu.pl
Supervisor: Prof. Jacek Tabor

Adriana Borowa
PhD student
  • computer vision
  • biomedical imaging
  • interpretability
ada.borowa (AT) student.uj.edu.pl
Supervisor: Prof. Jacek Tabor

Jakub Chłędowski
PhD student
  • deep metric learning
  • object detection
  • ML in medical imaging
  • natural language processing
jakub.chledowski (AT) gmail.com
Supervisor: Prof. Krzysztof Geras

Tomasz Danel
PhD student
  • computer-aided drug design
  • pharmacoinformatics
  • convolutional neural networks
tomasz.danel (AT) doctoral.uj.edu.pl
Supervisor: Prof. Igor T. Podolak

Piotr Gaiński
PhD student
  • molecular property prediction
piotr.gainski (AT) doctoral.uj.edu.pl
Supervisor: Prof. Igor T. Podolak

Szymon Knop
PhD student
  • generative models
  • autoencoders
  • computer vision
szymonknop (AT) gmail.com
Supervisor: Prof. Igor T. Podolak

Łukasz Maziarka
PhD student
  • cheminformatics
  • graph convolutional neural networks
  • natural language processing
lukasz.maziarka (AT) student.uj.edu.pl
Supervisor: Prof. Jacek Tabor

Aleksandra Nowak
PhD student
  • disentanglement learning
  • neural architecture search
aleksandrairena.nowak (AT) student.uj.edu.pl
Supervisor: Prof. Jacek Tabor

Adam Pardyl
PhD student
  • computer vision
  • partial information
  • interpretability
adam (AT) pardyl.com
Supervisor: Prof. Bartosz Zieliński

Michał Pietruszka
PhD student
  • natural language processing
  • sequence-to-sequence models
micpietruch (AT) gmail.com
Supervisor: Prof. Jacek Tabor

Marcin Przewięźlikowski
PhD student
  • meta-learning & few-shot learning
  • self-supervised learning
  • computer vision
marcin.przewiezlikowski (AT) doctoral.uj.edu.pl
Supervisor: Prof. Marek Śmieja

Mateusz Pyla
PhD student
  • optimization
  • generative models
  • bayesian machine learning
mateusz.pyla (AT) doctoral.uj.edu.pl
Supervisor: Prof. Tomasz Trzciński

Dawid Rymarczyk
PhD student
  • computer vision
  • medical imaging
  • active learning
  • interpretability of neural networks
rymarczykdawid (AT) gmail.com
Supervisor: Prof. Jacek Tabor

Mikołaj Sacha
PhD student
  • deep learning for drug discovery
  • few-shot learning
  • generative models
mikolaj.sacha (AT) doctoral.uj.edu.pl
Supervisor: Prof. Jacek Tabor

Michał Sadowski
PhD student
  • computer vision
  • generative models
  • visual reasoning
sadowskimichal95 (AT) gmail.com
Supervisor: Prof. Jacek Tabor

Marcin Sendera
PhD student
  • meta-learning & continual learning
  • few-shot learning
  • deep generative models
marcin.sendera (AT) gmail.com
Supervisor: Prof. Jacek Tabor

Igor Sieradzki
PhD student
  • generative models
  • reinforcement learning
igor.sieradzki (AT) doctoral.uj.edu.pl
Supervisor: Prof. Igor T. Podolak

Krzysztof Soja
PhD student
  • reinforcement learning
  • image processing
Supervisor: Prof. Jacek Tabor

Maciej Szymczak
PhD student
  • natural language processing
  • theory of programming languages
maciej.szymczak (AT) student.uj.edu.pl
Supervisor: Prof. Jacek Tabor

Maciej Wołczyk
PhD student
  • continual learning
  • conditional computation
  • reinforcement learning
maciej.wolczyk (AT) gmail.com
Supervisor: Prof. Jacek Tabor

Bartosz Wójcik
PhD student
  • dynamic networks
  • uncertainty
  • adversarial examples
bartwojc (AT) gmail.com
Supervisor: Prof. Jacek Tabor

Agnieszka Wojtuch
PhD student
  • deep learning
  • cheminformatics
agnieszka.pocha (AT) doctoral.uj.edu.pl
Supervisor: Prof. Jacek Tabor

Witold Wydmański
PhD student
  • representation learning
  • bioinformatics (metagenomics)
  • natural language processing
  • tabular learning
wwydmanski (AT) gmail.com
Supervisor: Prof. Marek Śmieja

Michał Zając
PhD student
  • continual learning
  • reinforcement learning
michalzajac (AT) duck.com
Supervisor: Prof. Piotr Miłoś

Former members


Dr Wojciech M. Czarnecki
now at Isomorphic Labs

Dr Stanisław Jastrzębski
now at Molecule.one
staszek.jastrzebski (AT) gmail.com

Dr Konrad Żołna
now at DeepMind
konrad.zolna (AT) gmail.com

Contact Us

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

gmum@uj.edu.pl