The following publications are possibly variants of this publication:
- Detecting Model Misspecification in Amortized Bayesian Inference with Neural NetworksMarvin Schmitt, Paul-Christian Bürkner, Ullrich Köthe, Stefan T. Radev. dagm 2024: 541-557 [doi]
- BayesFlow: Learning Complex Stochastic Models With Invertible Neural NetworksStefan T. Radev, Ulf K. Mertens, Andreas Voss, Lynton Ardizzone, Ullrich Köthe. tnn, 33(4):1452-1466, 2022. [doi]
- Jana: Jointly amortized neural approximation of complex Bayesian modelsStefan T. Radev, Marvin Schmitt, Valentin Pratz, Umberto Picchini, Ullrich Köthe, Paul-Christian Bürkner. uai 2023: 1695-1706 [doi]