Jacek Golebiowski

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Quantile Regression

Top Venues

Publications

Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, Cédric Archambeau
Structural Pruning of Pre-trained Language Models via Neural Architecture Search. CoRR (2024)
Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov
Learning Action Embeddings for Off-Policy Evaluation. ECIR (1) (2024)
Binger Chen, Jacek Golebiowski, Ziawasch Abedjan
Towards Data Augmentation for Supervised Code Translation. ICSE Companion (2024)
Cheng Wang, Jacek Golebiowski
Towards Unbiased Calibration using Meta-Regularization. Trans. Mach. Learn. Res. 2024 (2024)
Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan
Guiding Catalogue Enrichment with User Queries. CoRR (2024)
Binger Chen, Jacek Golebiowski, Ziawasch Abedjan
Data Augmentation for Supervised Code Translation Learning. MSR (2024)
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, Thomas Reichenbach, Thomas Rocke, Lakshmi Shenoy, Michael Walter, Simon Wengert, Lei Zhang, James R. Kermode, Lars Pastewka
matscipy: materials science at the atomic scale with Python. J. Open Source Softw. 9 (93) (2024)
David Salinas, Jacek Golebiowski, Aaron Klein, Matthias W. Seeger, Cédric Archambeau
Optimizing Hyperparameters with Conformal Quantile Regression. CoRR (2023)
Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cédric Archambeau, Danish Pruthi
Geographical Erasure in Language Generation. EMNLP (Findings) (2023)
David Salinas, Jacek Golebiowski, Aaron Klein, Matthias W. Seeger, Cédric Archambeau
Optimizing Hyperparameters with Conformal Quantile Regression. ICML (2023)
Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cédric Archambeau, Danish Pruthi
Geographical Erasure in Language Generation. CoRR (2023)
Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov
Learning Action Embeddings for Off-Policy Evaluation. CoRR (2023)
Cheng Wang, Jacek Golebiowski
Meta-Calibration Regularized Neural Networks. CoRR (2023)
Azin Ghazimatin, Matthäus Kleindessner, Chris Russell, Ziawasch Abedjan, Jacek Golebiowski
Measuring Fairness of Rankings under Noisy Sensitive Information. FAccT (2022)
Jacek Golebiowski, Felice Antonio Merra, Ziawasch Abedjan, Felix Biessmann
Search Filter Ranking with Language-Aware Label Embeddings. WWW (Companion Volume) (2022)
Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt
Automated Data Validation in Machine Learning Systems. IEEE Data Eng. Bull. 44 (1) (2021)