Automated Data Validation in Machine Learning Systems. - Felix Biessmann; Jacek Golebiowski; Tammo Rukat; Dustin Lange; Philipp Schmidt 002 (IEEE Data Eng. Bull., 2021)

Measuring Fairness of Rankings under Noisy Sensitive Information. - Azin Ghazimatin; Matthäus Kleindessner; Chris Russell 001; Ziawasch Abedjan; Jacek Golebiowski (FAccT, 2022)

Search Filter Ranking with Language-Aware Label Embeddings. - Jacek Golebiowski; Felice Antonio Merra; Ziawasch Abedjan; Felix Biessmann (WWW (Companion Volume), 2022)

Geographical Erasure in Language Generation. - Pola Schwöbel; Jacek Golebiowski; Michele Donini; Cédric Archambeau; Danish Pruthi (EMNLP (Findings), 2023)

Optimizing Hyperparameters with Conformal Quantile Regression. - David Salinas; Jacek Golebiowski; Aaron Klein; Matthias W. Seeger; Cédric Archambeau (ICML, 2023)

Meta-Calibration Regularized Neural Networks. - Cheng Wang; Jacek Golebiowski (CoRR, 2023)

Learning Action Embeddings for Off-Policy Evaluation. - Matej Cief; Jacek Golebiowski; Philipp Schmidt 002; Ziawasch Abedjan; Artur Bekasov (ECIR (1), 2024)

Towards Data Augmentation for Supervised Code Translation. - Binger Chen; Jacek Golebiowski; Ziawasch Abedjan (ICSE Companion, 2024)

Data Augmentation for Supervised Code Translation Learning. - Binger Chen; Jacek Golebiowski; Ziawasch Abedjan (MSR, 2024)

Guiding Catalogue Enrichment with User Queries. - Yupei Du; Jacek Golebiowski; Philipp Schmidt 002; Ziawasch Abedjan (ECML/PKDD (9), 2024)

Hyperband-based Bayesian Optimization for Black-box Prompt Selection. - Lennart Schneider; Martin Wistuba; Aaron Klein; Jacek Golebiowski; Giovanni Zappella; Felice Antonio Merra (CoRR, 2024)

Structural Pruning of Pre-trained Language Models via Neural Architecture Search. - Aaron Klein; Jacek Golebiowski; Xingchen Ma; Valerio Perrone; Cédric Archambeau (Trans. Mach. Learn. Res., 2024)

Towards Unbiased Calibration using Meta-Regularization. - Cheng Wang; Jacek Golebiowski (Trans. Mach. Learn. Res., 2024)

matscipy: materials science at the atomic scale with Python. - Petr Grigorev; Lucas Frérot; Fraser Birks; Adrien Gola; Jacek Golebiowski; Jan Grießer; Johannes L. Hörmann; Andreas Klemenz; Gianpietro Moras; Wolfram G. Nöhring; Jonas A. Oldenstaedt; Punit Patel; et al. (Zenodo, 2024)

matscipy: materials science at the atomic scale with Python. - Petr Grigorev; Lucas Frérot; Fraser Birks; Adrien Gola; Jacek Golebiowski; Jan Grießer; Johannes L. Hörmann; Andreas Klemenz; Gianpietro Moras; Wolfram G. Nöhring; Jonas A. Oldenstaedt; Punit Patel; et al. (J. Open Source Softw., 2024)

Clustering Context in Off-Policy Evaluation. - Daniel Guzman-Olivares; Philipp Schmidt 002; Jacek Golebiowski; Artur Bekasov (AISTATS, 2025)