Frequentist Consistency of Generalized Variational Inference

10 December 2019

Papers citing "Frequentist Consistency of Generalized Variational Inference"

8 / 8 papers shown

Title
A Risk Management Perspective on Statistical Estimation and Generalized Variational Inference Aurya Javeed D. Kouri T. Surowiec 72 2 0 26 Oct 2023
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods Veit Wild Sahra Ghalebikesabi Dino Sejdinovic Jeremias Knoblauch BDL UQCV 98 16 0 24 May 2023
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection Kush S. Bhatia Nikki Lijing Kuang Yi-An Ma Yixin Wang 50 7 0 22 Jul 2022
Robust PAC $^m$ : Training Ensemble Models Under Misspecification and Outliers Matteo Zecchin Sangwoo Park Osvaldo Simeone Marios Kountouris David Gesbert 89 5 0 03 Mar 2022
On the Robustness to Misspecification of $α$ -Posteriors and Their Variational Approximations Marco Avella-Medina J. M. Olea Cynthia Rush Amilcar Velez 70 19 0 16 Apr 2021
Robust Bayesian Inference for Discrete Outcomes with the Total Variation Distance Jeremias Knoblauch Lara Vomfell 72 7 0 26 Oct 2020
Generalized Variational Inference: Three arguments for deriving new Posteriors Jeremias Knoblauch Jack Jewson Theodoros Damoulas DRL BDL 109 106 0 03 Apr 2019
On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making Prateek Jaiswal Harsha Honnappa Vinayak A. Rao 28 2 0 12 Mar 2019