Monotonic Alpha-divergence Minimisation for Variational Inference

Monotonic Alpha-divergence Minimisation for Variational Inference

9 March 2021

Kamélia Daudel

François Roueff

Papers citing "Monotonic Alpha-divergence Minimisation for Variational Inference"

6 / 6 papers shown

Title
Doubly Adaptive Importance Sampling W. van den Boom Andrea Cremaschi Alexandre H. Thiery 26 0 0 29 Apr 2024
Composite likelihood inference for the Poisson log-normal model Julien Stoehr Stephane S. Robin 23 3 0 22 Feb 2024
Adaptive importance sampling for heavy-tailed distributions via $α$ -divergence minimization Thomas Guilmeau Nicola Branchini Émilie Chouzenoux Victor Elvira 44 2 0 25 Oct 2023
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics Kamélia Daudel Joe Benton Yuyang Shi Arnaud Doucet DRL 19 8 0 12 Oct 2022
A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models Oleg Arenz Philipp Dahlinger Zihan Ye Michael Volpp Gerhard Neumann 39 15 0 23 Sep 2022
Variational Inference via $χ$ -Upper Bound Minimization Adji Bousso Dieng Dustin Tran Rajesh Ranganath John Paisley David M. Blei BDL 83 36 0 01 Nov 2016