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Expectation propagation as a way of life: A framework for Bayesian
  inference on partitioned data
v1v2v3v4v5 (latest)

Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data

16 December 2014
Aki Vehtari
Andrew Gelman
Tuomas Sivula
Pasi Jylänki
Dustin Tran
Swupnil Sahai
Paul Blomstedt
John P. Cunningham
D. Schiminovich
Christian P. Robert
ArXiv (abs)PDFHTML

Papers citing "Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data"

7 / 7 papers shown
Title
Knowledge Adaptation as Posterior Correction
Knowledge Adaptation as Posterior Correction
Mohammad Emtiyaz Khan
22
0
0
17 Jun 2025
Distributed Expectation Propagation for Multi-Object Tracking over Sensor Networks
Distributed Expectation Propagation for Multi-Object Tracking over Sensor Networks
Qing Li
Runze Gan
James R. Hopgood
Michael E. Davies
S. Godsill
17
0
0
24 May 2025
Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs
Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs
C. Margossian
Loucas Pillaud-Vivien
Lawrence K. Saul
UD
158
2
0
20 Mar 2024
Entropic Matching for Expectation Propagation of Markov Jump Processes
Entropic Matching for Expectation Propagation of Markov Jump Processes
Bastian Alt
Heinz Koeppl
Heinz Koeppl
173
1
0
27 Sep 2023
Skewed Bernstein-von Mises theorem and skew-modal approximations
Skewed Bernstein-von Mises theorem and skew-modal approximations
Daniele Durante
Francesco Pozza
Botond Szabó
117
12
0
08 Jan 2023
Expectation Propagation for Poisson Data
Expectation Propagation for Poisson Data
Chen Zhang
Simon Arridge
Bangti Jin
78
13
0
18 Oct 2018
Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep
  Networks for Thompson Sampling
Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling
C. Riquelme
George Tucker
Jasper Snoek
BDL
93
366
0
26 Feb 2018
1