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Fuchsgruber, Dominik;Wollschläger, Tom;Günnemann, Stephan
Energy-based Epistemic Uncertainty for Graph Neural Networks
Advances in Neural Information Processing Systems
Curran Associates, Inc.
2024

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Sebastian Schmidt, Ludwig Stumpp, Diego Valverde, Stephan Günnemann
Deep Sensor Fusion with Constraint Safety Bounds for High Precision Localization
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2024

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Biloš, Marin
Machine Learning for Irregularly-Sampled Time Series
2024
Dissertation
180 p.

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Charpentier, Bertrand P. A. H.
Uncertainty Estimation for Independent and Non-Independent Data
2024
Dissertation
323 p.