Jana: Jointly amortized neural approximation of complex Bayesian models. - Stefan T. Radev; Marvin Schmitt; Valentin Pratz; Umberto Picchini; Ullrich Köthe; Paul-Christian Bürkner (UAI, 2023)

BayesFlow: Amortized Bayesian Workflows With Neural Networks. - Stefan T. Radev; Marvin Schmitt; Lukas Schumacher; Lasse Elsemüller; Valentin Pratz; Yannik Schälte; Ullrich Köthe; Paul-Christian Bürkner (J. Open Source Softw., 2023)

Consistency Models for Scalable and Fast Simulation-Based Inference. - Marvin Schmitt; Valentin Pratz; Ullrich Köthe; Paul-Christian Bürkner; Stefan T. Radev (NeurIPS, 2024)

Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation. - Lasse Elsemüller; Valentin Pratz; Mischa von Krause; Andreas Voss; Paul-Christian Bürkner; Stefan T. Radev (CoRR, 2025)