This code is designed to identify the trust regions of single-input, single-output Bayesian neural networks.

Code belonging to the paper:

M. Walker, M. Reith-Braun, P. Schichtel, M. Knaak and U. D. Hanebeck, "Identifying Trust Regions of Bayesian Neural Networks," 2023 IEEE Symposium Sensor Data Fusion and International Conference on Multisensor Fusion and Integration (SDF-MFI), Bonn, Germany, 2023, pp. 1-8, doi: 10.1109/SDF-MFI59545.2023.10361405.

HTML documentation

Publication is online available

example.ipynb

Open an issue or email me at ([email protected]) if you have any suggestions or problems.

Author: Markus Walker

TODO