Accounting for Gaussian process imprecision in Bayesian optimization J Rodemann, T Augustin International Symposium on Integrated Uncertainty in Knowledge Modelling and …, 2022 | 14* | 2022 |
Robust Statistical Comparison of Random Variables with Locally Varying Scale of Measurement C Jansen, G Schollmeyer, H Blocher, J Rodemann, T Augustin Uncertainty in Artificial Intelligence (UAI), 2023 | 10 | 2023 |
Levelwise Data Disambiguation by Cautious Superset Classification J Rodemann, D Kreiss, E Hüllermeier, T Augustin International Conference on Scalable Uncertainty Management (SUM), 263-276, 2022 | 8* | 2022 |
In all likelihoods: Robust selection of pseudo-labeled data J Rodemann, C Jansen, G Schollmeyer, T Augustin ISIPTA: International Symposium on Imprecise Probability: Theories and …, 2023 | 6 | 2023 |
Approximately Bayes-Optimal Pseudo-Label Selection in Semi-Supervised Learning J Rodemann, J Goschenhofer, E Dorigatti, T Nagler, T Augustin Uncertainty in Artificial Intelligence (UAI), 2023 | 6* | 2023 |
Not all data are created equal: Lessons from sampling theory for adaptive machine learning J Rodemann, S Fischer, L Schneider, M Nalenz, T Augustin | 6 | 2022 |
Accounting for Imprecision of Model Specification in Bayesian Optimization J Rodemann, T Augustin ISIPTA: International Symposium on Imprecise Probabilities: Theories and …, 2021 | 5 | 2021 |
Learning de-biased regression trees and forests from complex samples M Nalenz, J Rodemann, T Augustin Machine Learning 113 (6), 3379-3398, 2024 | 3 | 2024 |
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration J Rodemann, F Croppi, P Arens, Y Sale, J Herbinger, B Bischl, ... arXiv preprint arXiv:2403.04629, 2024 | 2 | 2024 |
An Empirical Study of Prior-Data Conflicts in Bayesian Neural Networks A Marquardt, J Rodemann, T Augustin Poster presented at 13th International Symposium on Imprecise Probabilities …, 2023 | 2 | 2023 |
Bayesian Data Selection J Rodemann arXiv preprint arXiv:2406.12560, 2024 | 1 | 2024 |
Partial Rankings of Optimizers J Rodemann, H Blocher International Conference on Learning Representations (ICLR) 2024, Vienna …, 2024 | 1 | 2024 |
Pseudo Label Selection is a Decision Problem J Rodemann 46th German Conference on Artificial Intelligence (KI 2023), 2023 | 1 | 2023 |
Uncertainty about exchange rates affects import prices in the Euro Area B Blagov RWI Impact Notes, 2021 | 1 | 2021 |
Baby gap: Does more education make for less children? M Westphal, DA Kamhöfer RWI Impact Notes, 2019 | 1 | 2019 |
Der Markt für Recyclingkunststoffe im Umbruch: Veränderung durch Importbeschränkungen nach China und neue EU-Regeln J Dehio, M Rothgang RWI Positionen, 2018 | 1 | 2018 |
Statistical Multicriteria Benchmarking via the GSD-Front C Jansen, G Schollmeyer, J Rodemann, H Blocher, T Augustin arXiv preprint arXiv:2406.03924, 2024 | | 2024 |
Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revision S Dietrich, J Rodemann, C Jansen arXiv preprint arXiv:2405.15294, 2024 | | 2024 |
Interpreting Generalized Bayesian Inference by Generalized Bayesian Inference J Rodemann, T Augustin, R de Heide International Symposium on Imprecise Probabilities: Theories and …, 2023 | | 2023 |
Nudging businesses to pay their taxes M Sinning, KM Fels RWI Impact Notes, 2019 | | 2019 |