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

Prof. Marcin Mazur
Assistant professor
  • generative models
  • continual learning
marcin.mazur (AT) uj.edu.pl

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

Prof. Marek Śmieja
Associate professor
  • clustering methods
  • entropy theory
  • semi-supervised learning
marek.smieja (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 Grzegorz Jamróz
Assistant professor
  • AI in urban transport
  • Reinforcement learning
  • Mathematical analysis and modelling
grzegorz.jamroz (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

Dr Tomasz Danel
Assistant
  • computer-aided drug design
  • pharmacoinformatics
  • geometric deep learning
tomasz.danel (AT) uj.edu.pl

Dr Kamil Książek
Member
  • deep learning
  • hyperspectral imaging
  • continual learning
  • biomedical applications of machine learning
kksiazek (AT) iitis.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

Paweł Batorski
PhD student
  • computer vision
  • generative models
  • autoencoders
pawel.batorski (AT) doctoral.uj.edu.pl
Supervisor: Prof. Marcin Mazur

Michał Bujak
PhD student
  • network science
  • probability theory
  • complex systems
michal.bujak (AT) doctoral.uj.edu.pl
Supervisor: Prof. Rafał Kucharski

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

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

Farnoud Ghasemi
PhD student
  • urban mobility and transport systems
  • complex adaptive systems
  • agent-based modeling
farnoud.ghasemi (AT) doctoral.uj.edu.pl
Supervisor: Prof. Rafał Kucharski

Artur Kasymov
PhD student
  • generative models
  • 2D and 3D computer vision
  • graph neural networks
art.kasymov (AT) gmail.com
Supervisor: Prof. Przemysław Spurek

Patryk Krukowski
PhD student
  • continual learning
  • natural language processing
  • reinforcement learning
patryk.krukowski (AT) doctoral.uj.edu.pl
Supervisor: Prof. Przemysław Spurek

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

Tomasz Michalski
PhD student
  • computer vision
  • interpretable neural networks
  • open world setting
tomasz.michalski (AT) doctoral.uj.edu.pl
Supervisor: Prof. Bartosz Zieliński

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

Marcin Osial
PhD student
  • computer vision
  • efficient Machine Learning
  • multimodal learning
marcin.osial (AT) doctoral.uj.edu.pl
Supervisor: Prof. Bartosz Zieliński

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
  • 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

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

Joanna Waczyńska
PhD student
  • representation learning
  • personalized NLP
  • graph neural networks
joanna.waczynska (AT) doctoral.uj.edu.pl
Supervisor: Prof. Przemysław Spurek

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. Marek Śmieja

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

Dr Szymon Knop
now at Relativity
szymonknop (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