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Score Matched Neural Exponential Families for Likelihood-Free Inference

Score Matched Neural Exponential Families for Likelihood-Free Inference

20 December 2020
Lorenzo Pacchiardi
Ritabrata Dutta
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Papers citing "Score Matched Neural Exponential Families for Likelihood-Free Inference"

5 / 5 papers shown
Title
Proper scoring rules for estimation and forecast evaluation
Proper scoring rules for estimation and forecast evaluation
Kartik Waghmare
Johanna Ziegel
AI4TS
33
0
0
02 Apr 2025
Misspecification-robust Sequential Neural Likelihood for
  Simulation-based Inference
Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference
Ryan P. Kelly
David J. Nott
David T. Frazier
D. Warne
Christopher C. Drovandi
20
10
0
31 Jan 2023
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio
  Estimation
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
Arnaud Delaunoy
Joeri Hermans
François Rozet
Antoine Wehenkel
Gilles Louppe
24
30
0
29 Aug 2022
Detecting Model Misspecification in Amortized Bayesian Inference with
  Neural Networks
Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks
Marvin Schmitt
Paul-Christian Burkner
Ullrich Kothe
Stefan T. Radev
22
34
0
16 Dec 2021
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy
Badr-Eddine Chérief-Abdellatif
Pierre Alquier
56
72
0
29 Sep 2019
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