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]

Abstract

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