Saso Dzeroski

Full Professor, Jozef Stefan Institute, Ljubljana

Joined

July 2019

Names

Saso Dzeroski

Emails

****@ijs.si (Confirmed)

Personal Links

Career & Education History

Full Professor

Jozef Stefan Institute, Ljubljana (ijs.si)

2006 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Semi-supervised learning from tabular data with autoencoders: when does it work?
Sintija Stevanoska, Jurica Levatic, Saso Dzeroski
- Mach. Learn. 2025
- Readers: Everyone
Semi-supervised learning from tabular data with autoencoders: when does it work?
Sintija Stevanoska, Jurica Levatic, Saso Dzeroski
- AITD@EurIPS 2025 Poster
- Readers: Everyone
Self-supervised Learning to Predict Optimizer Performance: A Trade-off Study Between Ground Truth Requirements and Prediction Quality
Sintija Stevanoska, Ana Nikolikj, Gjorgjina Cenikj, Eva Tuba, Saso Dzeroski, Tome Eftimov
- Submitted to ICLR 2026
- Readers: Everyone
FoodSEM: Large Language Model Specialized in Food Named-Entity Linking
Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Saso Dzeroski, Barbara Korousic-Seljak, Tome Eftimov
- CoRR 2025
- Readers: Everyone
Assessing the risk of discriminatory bias in classification datasets
Kejun Dai, Jonathan Kim, Saso Dzeroski, Jörg Wicker, Gillian Dobbie, Katharina Dost
- Mach. Learn. 2025
- Readers: Everyone
Approximating the universal thermal climate index using sparse regression with orthogonal polynomials
Sabin Roman, Gregor Skok, Ljupco Todorovski, Saso Dzeroski
- CoRR 2025
- Readers: Everyone
Quantifying Module Interactions in the PSO-X Framework
Christian Leonardo Camacho-Villalón, Ana Nikolikj, Katharina Dost, Eva Tuba, Saso Dzeroski, Tome Eftimov
- AutoML 2025 Non-Archival Content Track
- Readers: Everyone
Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction
Ana Kostovska, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
- CoRR 2025
- Readers: Everyone
Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery
Yanbo Zhang, Sumeer Ahmad Khan, Adnan Mahmud, Huck Yang, Alexander Lavin, Michael Levin, Jeremy G. Frey, Jared Dunnmon, James A. Evans, Alan R. Bundy, Saso Dzeroski, Jesper Tegnér, Hector Zenil
- CoRR 2025
- Readers: Everyone
Selecting Unlabeled Data for Tabular Self-Supervised Learning
Sintija Stevanoska, Katharina Dost, Christian L. Camacho Villalón, Saso Dzeroski
- DS 2025
- Readers: Everyone

View all 92 publications

Co-Authors

View all 148 co-authors