Multi-objective hyperparameter optimization in machine learning—An overview F Karl, T Pielok, J Moosbauer, F Pfisterer, S Coors, M Binder, L Schneider, ... ACM Transactions on Evolutionary Learning and Optimization 3 (4), 1-50, 2023 | 51* | 2023 |
Efficient automated deep learning for time series forecasting D Deng, F Karl, F Hutter, B Bischl, M Lindauer Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 15 | 2022 |
Automated Machine Learning F Karl, J Thomas, J Elstner, R Gross, B Bischl Unlocking Artificial Intelligence: From Theory to Applications, 3-25, 2024 | 1 | 2024 |
Position: Embracing Negative Results in Machine Learning F Karl, LM Kemeter, G Dax, P Sierak 41st International Conference on Machine Learning 235, 23256-23265, 2024 | 1 | 2024 |
Position: A Call to Action for a Human-Centered AutoML Paradigm M Lindauer, F Karl, A Klier, J Moosbauer, A Tornede, A Mueller, F Hutter, ... 41st International Conference on Machine Learning 235, 30566-30584, 2024 | 1 | 2024 |
Evolutionary Learning and Optimization J Renzullo, W Weimer, S Forrest, D Yazdani, MN Omidvar, AH Gandomi, ... ACM Transactions on 3 (4), 2023 | | 2023 |
A Mathematical Model Describing the Effects of Anti-PD-1 Immunotherapy on Tumor Growth and Behavior in Metastatic Melanoma F Karl | | 2018 |