Contact
Universitätsstraße 32
70569 Stuttgart
Room: 227a
2024
- Reiser, P., Bürkner, P.-C., & Guthke, A. (2024). Bayesian Surrogate Training on Multiple Data Sources: A Hybrid Modeling Strategy. https://arxiv.org/abs/2412.11875
- Reiser, P., Aguilar, J. E., Guthke, A., & Bürkner, P.-C. (2024). Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference. SIAM Conference on Uncertainty Quantification (UQ24).
2023
- Reiser, P., Aguilar, J. E., Guthke, A., & Bürkner, P.-C. (2023). Quantifying Uncertainty in Surrogate-based Bayesian Inference. International Conference on Data-Integrated Simulation Science (SimTech2023).
- Reiser, P. (2023). Quantifying Uncertainty in Surrogate-based Bayesian Inference. Bayes Comp 2023.
- Reiser, P., Aguilar, J. E., Guthke, A., & Bürkner, P.-C. (2023). Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference. ArXiv Preprint ArXiv:2312.05153, (submitted).
2021
- Brattoli, B., Büchler, U., Dorkenwald, M., Reiser, P., Filli, L., Helmchen, F., Wahl, A.-S., & Ommer, B. (2021). Unsupervised behaviour analysis and magnification (uBAM) using deep learning. Nature Machine Intelligence. https://doi.org/10.1038/s42256-021-00326-x