Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks

Marvin Schmitt, Paul-Christian Bürkner, Ullrich Köthe, Stefan T. Radev. Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks. In Ullrich Köthe, Carsten Rother, editors, Pattern Recognition - 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg, Germany, September 19-22, 2023, Proceedings. Volume 14264 of Lecture Notes in Computer Science, pages 541-557, Springer, 2023. [doi]

@inproceedings{SchmittBKR23,
  title = {Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks},
  author = {Marvin Schmitt and Paul-Christian Bürkner and Ullrich Köthe and Stefan T. Radev},
  year = {2023},
  doi = {10.1007/978-3-031-54605-1_35},
  url = {https://doi.org/10.1007/978-3-031-54605-1_35},
  researchr = {https://researchr.org/publication/SchmittBKR23},
  cites = {0},
  citedby = {0},
  pages = {541-557},
  booktitle = {Pattern Recognition - 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg, Germany, September 19-22, 2023, Proceedings},
  editor = {Ullrich Köthe and Carsten Rother},
  volume = {14264},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-54605-1},
}