Marek Herde
Orcid: 0000-0003-4908-122X
According to our database1,
Marek Herde
authored at least 17 papers
between 2018 and 2023.
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Bibliography
2023
CoRR, 2023
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), 2023
Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets.
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), 2023
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), 2023
Proceedings of the Discovery Science - 26th International Conference, 2023
2022
CoRR, 2022
A Concept for Automated Polarized Web Content Annotation based on Multimodal Active Learning.
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2022), 2022
2021
Mach. Learn., 2021
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification.
IEEE Access, 2021
A Concept for Highly Automated Pre-Labeling via Cross-Domain Label Transfer for Perception in Autonomous Driving.
Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2021) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), 2021
2020
Separation of Aleatoric and Epistemic Uncertainty in Deterministic Deep Neural Networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Collaborative Interactive Learning - A clarification of terms and a differentiation from other research fields.
CoRR, 2019
Combining Self-reported Confidences from Uncertain Annotators to Improve Label Quality.
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Active Sorting - An Efficient Training of a Sorting Robot with Active Learning Techniques.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018