Toward optimal probabilistic active learning using a Bayesian approach D Kottke, M Herde, C Sandrock, D Huseljic, G Krempl, B Sick Machine Learning 110 (6), 1199-1231, 2021 | 24 | 2021 |
scikit-activeml: A library and toolbox for active learning algorithms D Kottke, M Herde, TP Minh, A Benz, P Mergard, A Roghman, C Sandrock, ... Preprints, 2021 | 7 | 2021 |
Combining self-reported confidences from uncertain annotators to improve label quality C Sandrock, M Herde, A Calma, D Kottke, B Sick 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 5 | 2019 |
The other human in the loop–A pilot study to find selection strategies for active learning D Kottke, A Calma, D Huseljic, C Sandrock, G Kachergis, B Sick 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 4 | 2018 |
A Stopping Criterion for Transductive Active Learning D Kottke, C Sandrock, G Krempl, B Sick Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 1 | 2022 |
Exploring the Potential of Optimal Active Learning via a Non-myopic Oracle Policy C Sandrock, M Herde, D Kottke, B Sick International Conference on Discovery Science, 265-276, 2023 | | 2023 |
MONDAY, JULY 9 D Kottke, A Calma, D Huseljic, C Sandrock, G Kachergis, B Sick | | |