Variational Bayes under Model Misspecification

v1v2 (latest)

Variational Bayes under Model Misspecification

26 May 2019

ArXiv (abs)PDF HTML

Papers citing "Variational Bayes under Model Misspecification"

14 / 14 papers shown

Title
Predictive variational inference: Learn the predictively optimal posterior distribution Jinlin Lai Yuling Yao BDL 94 0 0 18 Oct 2024
On the Convergence of Black-Box Variational Inference Kyurae Kim Jisu Oh Kaiwen Wu Yi-An Ma Jacob R. Gardner BDL 94 17 0 24 May 2023
Computing Bayes: From Then 'Til Now' G. Martin David T. Frazier Christian P. Robert 100 16 0 01 Aug 2022
Bayesian non-conjugate regression via variational message passing C. Castiglione M. Bernardi 35 0 0 19 Jun 2022
On the inability of Gaussian process regression to optimally learn compositional functions M. Giordano Kolyan Ray Johannes Schmidt-Hieber 116 13 0 16 May 2022
Approximating Bayes in the 21st Century G. Martin David T. Frazier Christian P. Robert 77 26 0 20 Dec 2021
Variational inference for cutting feedback in misspecified models Xue Yu David J. Nott M. Smith 63 14 0 25 Aug 2021
Variational Bayes in State Space Models: Inferential and Predictive Accuracy David T. Frazier Rubén Loaiza-Maya G. Martin 61 13 0 23 Jun 2021
Spike and slab variational Bayes for high dimensional logistic regression Kolyan Ray Botond Szabó Gabriel Clara 92 29 0 22 Oct 2020
Robust, Accurate Stochastic Optimization for Variational Inference Akash Kumar Dhaka Alejandro Catalina Michael Riis Andersen Maans Magnusson Jonathan H. Huggins Aki Vehtari 71 34 0 01 Sep 2020
Dynamics of coordinate ascent variational inference: A case study in 2D Ising models Sean Plummer D. Pati A. Bhattacharya 104 21 0 13 Jul 2020
The role of exchangeability in causal inference O. Saarela D. Stephens E. Moodie 100 7 0 02 Jun 2020
Computing Bayes: Bayesian Computation from 1763 to the 21st Century G. Martin David T. Frazier Christian P. Robert 95 17 0 14 Apr 2020
Validated Variational Inference via Practical Posterior Error Bounds Jonathan H. Huggins Mikolaj Kasprzak Trevor Campbell Tamara Broderick 90 37 0 09 Oct 2019