| Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition C Sutton, LM Ghiringhelli, T Yamamoto, Y Lysogorskiy, L Blumenthal, ... npj Computational Materials 5 (1), 111, 2019 | 62 | 2019 |
| Automated data validation in machine learning systems PS F Biessmann, J Golebiowski, T Rukat, D Lange Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, 2021 | 35* | 2021 |
| Measuring fairness of rankings under noisy sensitive information A Ghazimatin, M Kleindessner, C Russell, Z Abedjan, J Golebiowski Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 24 | 2022 |
| matscipy: materials science at the atomic scale with Python P Grigorev, L Frérot, F Birks, A Gola, J Golebiowski, J Grießer, ... The Journal of Open Source Software (JOSS) 9 (93), 2024 | 10 | 2024 |
| Geographical Erasure in Language Generation P Schwöbel, J Golebiowski, M Donini, C Archambeau, D Pruthi Findings of the Association for Computational Linguistics: EMNLP 2023 2023 …, 2023 | 10 | 2023 |
| Optimizing hyperparameters with conformal quantile regression D Salinas, J Golebiowski, A Klein, M Seeger, C Archambeau ICML'23: Proceedings of the 40th International Conference on Machine …, 2023 | 10 | 2023 |
| Atomistic QM/MM simulations of the strength of covalent interfaces in carbon nanotube–polymer composites JR Gołębiowski, JR Kermode, PD Haynes, AA Mostofi Physical Chemistry Chemical Physics 22 (21), 12007-12014, 2020 | 9 | 2020 |
| Structural pruning of large language models via neural architecture search A Klein, J Golebiowski, X Ma, V Perrone, C Archambeau AutoML Conference 2023, 2023 | 8 | 2023 |
| Learning Action Embeddings for Off-Policy Evaluation M Cief, J Golebiowski, P Schmidt, Z Abedjan, A Bekasov European Conference on Information Retrieval 2024, 2023 | 5 | 2023 |
| Multiscale simulations of critical interfacial failure in carbon nanotube-polymer composites JR Gołębiowski, JR Kermode, AA Mostofi, PD Haynes The Journal of Chemical Physics 149 (22), 2018 | 5 | 2018 |
| Data augmentation for supervised code translation learning B Chen, J Golebiowski, Z Abedjan Proceedings of the 21st International Conference on Mining Software …, 2024 | 3 | 2024 |
| Towards unbiased calibration using meta-regularization C Wang, J Golebiowski Transactions on Machine Learning Research, 2024 | 3* | 2024 |
| Structural Pruning of Pre-trained Language Models via Neural Architecture Search A Klein, J Golebiowski, X Ma, V Perrone, C Archambeau Transactions on Machine Learning Research, 2024 | 2 | 2024 |
| Search filter ranking with language-aware label embeddings J Golebiowski, FA Merra, Z Abedjan, F Biessmann Companion Proceedings of the Web Conference 2022, 121-125, 2022 | 2 | 2022 |
| Towards Data Augmentation for Supervised Code Translation B Chen, J Golebiowski, Z Abedjan Proceedings of the 2024 IEEE/ACM 46th International Conference on Software …, 2024 | 1 | 2024 |
| Hyperband-based Bayesian Optimization for Black-box Prompt Selection L Schneider, M Wistuba, A Klein, J Golebiowski, G Zappella, FA Merra arXiv preprint arXiv:2412.07820, 2024 | | 2024 |
| Guiding Catalogue Enrichment with User Queries Y Du, J Golebiowski, P Schmidt, Z Abedjan ECML-PKDD 2024, 2024 | | 2024 |
| Geographical Erasure in Language Generation J Golebiowski, M Donini, C Archambeau, D Pruthi Findings of the Association for Computational Linguistics: EMNLP 2023, 12310 …, 2023 | | 2023 |
| Clustering Context in Off-Policy Evaluation DG Olivares, P Schmidt, J Golebiowski, A Bekasov The 28th International Conference on Artificial Intelligence and Statistics, 0 | | |
Ziawasch AbedjanTechnische Universität BerlinOverená e-mailová adresa na: tu-berlin.de
