Jacek Golebiowski

23 papers A* 2A 3Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A conf
Clustering Context in Off-Policy Evaluation.
AISTATS
Daniel Guzman-Olivares, Philipp Schmidt, Jacek Golebiowski, Artur Bekasov
2025 J jnl
Clustering Context in Off-Policy Evaluation.
CoRR
Daniel Guzman-Olivares, Philipp Schmidt, Jacek Golebiowski, Artur Bekasov
2025 A* conf
Hyperband-based Bayesian Optimization for Black-box Prompt Selection.
ICML
Lennart Schneider, Martin Wistuba, Aaron Klein, Jacek Golebiowski, Giovanni Zappella, Felice Antonio Merra
2025 A conf
SmaLLEXT: 1st Workshop on Small and Efficient Large Language Models for Knowledge Extraction.
CIKM
Felice Antonio Merra, Kristian Skracic, Daniele Malitesta, Jacek Golebiowski, Pasquale Minervini
2024 A conf
Data Augmentation for Supervised Code Translation Learning.
MSR
Binger Chen, Jacek Golebiowski, Ziawasch Abedjan
2024 — conf
Guiding Catalogue Enrichment with User Queries.
ECML/PKDD (9)
Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan
2024 J jnl
Guiding Catalogue Enrichment with User Queries.
CoRR
Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan
2024 J jnl
Hyperband-based Bayesian Optimization for Black-box Prompt Selection.
CoRR
Lennart Schneider, Martin Wistuba, Aaron Klein, Jacek Golebiowski, Giovanni Zappella, Felice Antonio Merra
2024 — conf
Learning Action Embeddings for Off-Policy Evaluation.
ECIR (1)
Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov
2024 J jnl
Structural Pruning of Pre-trained Language Models via Neural Architecture Search.
CoRR
Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, Cédric Archambeau
2024 J jnl
Structural Pruning of Pre-trained Language Models via Neural Architecture Search.
Trans. Mach. Learn. Res.
Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, Cédric Archambeau
2024 — conf
Towards Data Augmentation for Supervised Code Translation.
ICSE Companion
Binger Chen, Jacek Golebiowski, Ziawasch Abedjan
2024 J jnl
Towards Unbiased Calibration using Meta-Regularization.
Trans. Mach. Learn. Res.
Cheng Wang, Jacek Golebiowski
2024 J jnl
matscipy: materials science at the atomic scale with Python.
J. Open Source Softw.
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
2023 — conf
Geographical Erasure in Language Generation.
EMNLP (Findings)
Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cédric Archambeau, Danish Pruthi
2023 J jnl
Geographical Erasure in Language Generation.
CoRR
Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cédric Archambeau, Danish Pruthi
2023 J jnl
Learning Action Embeddings for Off-Policy Evaluation.
CoRR
Matej Cief, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan, Artur Bekasov
2023 J jnl
Meta-Calibration Regularized Neural Networks.
CoRR
Cheng Wang, Jacek Golebiowski
2023 A* conf
Optimizing Hyperparameters with Conformal Quantile Regression.
ICML
David Salinas, Jacek Golebiowski, Aaron Klein, Matthias W. Seeger, Cédric Archambeau
2023 J jnl
Optimizing Hyperparameters with Conformal Quantile Regression.
CoRR
David Salinas, Jacek Golebiowski, Aaron Klein, Matthias W. Seeger, Cédric Archambeau
2022 — conf
Measuring Fairness of Rankings under Noisy Sensitive Information.
FAccT
Azin Ghazimatin, Matthäus Kleindessner, Chris Russell, Ziawasch Abedjan, Jacek Golebiowski
2022 — conf
Search Filter Ranking with Language-Aware Label Embeddings.
WWW (Companion Volume)
Jacek Golebiowski, Felice Antonio Merra, Ziawasch Abedjan, Felix Biessmann
2021 J jnl
Automated Data Validation in Machine Learning Systems.
IEEE Data Eng. Bull.
Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt