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Variational Bayes under Model Misspecification

Variational Bayes under Model Misspecification

26 May 2019
Yixin Wang
David M. Blei
ArXivPDFHTML

Papers citing "Variational Bayes under Model Misspecification"

9 / 9 papers shown
Title
Predictive variational inference: Learn the predictively optimal posterior distribution
Predictive variational inference: Learn the predictively optimal posterior distribution
Jinlin Lai
Yuling Yao
BDL
31
0
0
18 Oct 2024
Computing Bayes: From Then 'Til Now'
Computing Bayes: From Then 'Til Now'
G. Martin
David T. Frazier
Christian P. Robert
35
15
0
01 Aug 2022
On the inability of Gaussian process regression to optimally learn
  compositional functions
On the inability of Gaussian process regression to optimally learn compositional functions
M. Giordano
Kolyan Ray
Johannes Schmidt-Hieber
42
12
0
16 May 2022
Approximating Bayes in the 21st Century
Approximating Bayes in the 21st Century
G. Martin
David T. Frazier
Christian P. Robert
39
26
0
20 Dec 2021
Variational Bayes in State Space Models: Inferential and Predictive
  Accuracy
Variational Bayes in State Space Models: Inferential and Predictive Accuracy
David T. Frazier
Rubén Loaiza-Maya
G. Martin
11
13
0
23 Jun 2021
Spike and slab variational Bayes for high dimensional logistic
  regression
Spike and slab variational Bayes for high dimensional logistic regression
Kolyan Ray
Botond Szabó
Gabriel Clara
40
28
0
22 Oct 2020
Dynamics of coordinate ascent variational inference: A case study in 2D
  Ising models
Dynamics of coordinate ascent variational inference: A case study in 2D Ising models
Sean Plummer
D. Pati
A. Bhattacharya
38
18
0
13 Jul 2020
The role of exchangeability in causal inference
The role of exchangeability in causal inference
O. Saarela
D. Stephens
E. Moodie
36
5
0
02 Jun 2020
Asymptotic normality of maximum likelihood and its variational
  approximation for stochastic blockmodels
Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels
Peter J. Bickel
David S. Choi
Xiangyu Chang
Hai Zhang
71
220
0
04 Jul 2012
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