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2112.08866
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Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks
16 December 2021
Marvin Schmitt
Paul-Christian Burkner
Ullrich Kothe
Stefan T. Radev
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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
Paul E. Chang
Nasrulloh Loka
Daolang Huang
Ulpu Remes
Samuel Kaski
Luigi Acerbi
AI4CE
33
4
0
20 Oct 2024
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
F. Leclercq
16
6
0
22 Sep 2022
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
Jingkang Yang
Kaiyang Zhou
Yixuan Li
Ziwei Liu
159
812
0
21 Oct 2021
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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