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Detecting Model Misspecification in Amortized Bayesian Inference with
  Neural Networks

Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks

16 December 2021
Marvin Schmitt
Paul-Christian Burkner
Ullrich Kothe
Stefan T. Radev
ArXivPDFHTML

Papers citing "Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks"

7 / 7 papers shown
Title
Robust Simulation-Based Inference under Missing Data via Neural Processes
Yogesh Verma
Ayush Bharti
Vikas K. Garg
55
0
0
03 Mar 2025
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference
Paul E. Chang
Nasrulloh Loka
Daolang Huang
Ulpu Remes
Samuel Kaski
Luigi Acerbi
AI4CE
33
4
0
20 Oct 2024
Amortized Bayesian Multilevel Models
Amortized Bayesian Multilevel Models
Daniel Habermann
Marvin Schmitt
Lars Kühmichel
Andreas Bulling
Stefan T. Radev
Paul-Christian Burkner
47
3
0
23 Aug 2024
Simulation-based inference of Bayesian hierarchical models while
  checking for model misspecification
Simulation-based inference of Bayesian hierarchical models while checking for model misspecification
F. Leclercq
16
6
0
22 Sep 2022
Bayesian Model Selection, the Marginal Likelihood, and Generalization
Bayesian Model Selection, the Marginal Likelihood, and Generalization
Sanae Lotfi
Pavel Izmailov
Gregory W. Benton
Micah Goldblum
A. Wilson
UQCV
BDL
37
55
0
23 Feb 2022
Generalized Out-of-Distribution Detection: A Survey
Generalized Out-of-Distribution Detection: A Survey
Jingkang Yang
Kaiyang Zhou
Yixuan Li
Ziwei Liu
159
812
0
21 Oct 2021
Benchmarking Simulation-Based Inference
Benchmarking Simulation-Based Inference
Jan-Matthis Lueckmann
Jan Boelts
David S. Greenberg
P. J. Gonçalves
Jakob H. Macke
93
180
0
12 Jan 2021
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