PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models

13 January 2021

Papers citing "PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models"

10 / 10 papers shown

Title
CLT and Edgeworth Expansion for m-out-of-n Bootstrap Estimators of The Studentized Median Imon Banerjee Sayak Chakrabarty 57 0 0 16 May 2025
Asymptotic Consistency of Loss-Calibrated Variational Bayes Prateek Jaiswal Harsha Honnappa Vinayak A. Rao 33 5 0 04 Nov 2019
Asymptotic Consistency of $α-$ Rényi-Approximate Posteriors Prateek Jaiswal Vinayak A. Rao Harsha Honnappa 40 12 0 05 Feb 2019
Convergence Rates of Variational Posterior Distributions Fengshuo Zhang Chao Gao 55 105 0 07 Dec 2017
$α$ -Variational Inference with Statistical Guarantees Yun Yang D. Pati A. Bhattacharya 31 25 0 09 Oct 2017
Concentration of tempered posteriors and of their variational approximations Pierre Alquier James Ridgway 78 126 0 28 Jun 2017
Frequentist Consistency of Variational Bayes Yixin Wang David M. Blei BDL 124 208 0 09 May 2017
$Bayesian fractional posteriors$ Bayesian fractional posteriors A. Bhattacharya D. Pati Yun Yang 80 110 0 03 Nov 2016
Rényi Divergence Variational Inference Yingzhen Li Richard Turner BDL 99 263 0 06 Feb 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 287 4,807 0 04 Jan 2016