Recent achievements

Persistence bag of words for topological data analysis

Bartosz Zieliński, Michał Lipiński, Mateusz Juda, Matthias Zeppelzauer, Paweł Dłotko
IJCAI 2019

Parameter-Efficient Transfer Learning for NLP

Neil Houlsby, Andrei Giurgiu, Stanisław Jastrzębski, Bruna Morrone, Quentin de Laroussilhe, Andrea Gesmundo, Mona Attariyan, Sylvain Gelly
ICML 2019

On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length

Stanisław Jastrzębski, Zachary Kenton, Nicolas Ballas, Asja Fischer, Yoshua Bengio, Amos Storkey
ICLR 2019

Distribution-Interpolation Trade off in Generative Models

Damian Leśniak, Igor Sieradzki, Igor Podolak
ICLR 2019

Processing of missing data by neural networks

Marek Śmieja, Łukasz Struski, Jacek Tabor, Bartosz Zieliński, Przemysław Spurek
NeurIPS 2018

Efficient unsupervised learning with applications in deep learning

prof. Jacek Tabor, dr Marek Śmieja, dr Przemysław Spurek, dr Łukasz Struski
2018-2021, NCN OPUS 13

Deep Learning in representation of long sequential data

mgr Konrad Żołna
2018-2019, NCN ETIUDA 6

Additional information in data clustering and related areas

dr Marek Śmieja, dr Przemysław Spurek, dr Łukasz Struski
2017-2020 NCN SONATA 11

New representation learning methods in Deep Learning

mgr Stanisław Jastrzębski
2017-2019, NCN ETIUDA 5

Theory of missing data

prof. Jacek Tabor, dr Łukasz Struski, dr Marek Śmieja, dr Bartosz Zieliński
2016-2019, NCN OPUS 10

Contact Us

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