Category Archives: Publications

Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments

Osman Mian, Michael Kamp, Jilles Vreeken: Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments. In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023.
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When, Where and How does it fail? A Spatial-temporal Visual Analytics Approach for Interpretable Object Detection in Autonomous Driving

Junhong Wang, Yun Li, Zhaoyu Zhou, Chengshun Wang, Yijie Hou, Li Zhang, Xiangyang Xue, Michael Kamp, Xiaolong Zhang, Siming Chen: When, Where and How does it fail? A Spatial-temporal Visual Analytics Approach for Interpretable Object Detection in Autonomous Driving. In: IEEE Transactions on Visualization and Computer Graphics, 2022.
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Approaches to Uncertainty Quantification in Federated Deep Learning

Florian Linsner, Linara Adilova, Sina Däubener, Michael Kamp, Asja Fischer: Approaches to Uncertainty Quantification in Federated Deep Learning. Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, vol. 2, Springer, 2021.
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