Scholar
Marek Śmieja
Google Scholar ID: MOmnpZcAAAAJ
Jagiellonian University
Citations & Impact
Citations
974
H-index
15
i10-index
25
Publications
20
Co-authors
19
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Publications:
- - ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data
- - DiCoFlex: Model-agnostic diverse counterfactuals with flexible control
- - Beyond [cls]: Exploring the true potential of Masked Image Modeling representations
- - Diverse and feasible retrosynthesis using gflownets
Research Experience
- Member of the Group of Machine Learning Research, Jagiellonian University.
Background
- Research interests include unsupervised and semi-supervised learning, generative models, missing data, cheminformatics, and deep learning on tabular data.
Miscellany
- Personal links: ORCID, ResearchGate, Google Scholar
