Surrogate Likelihoods for Variational Annealed Importance Sampling

22 December 2021

Papers citing "Surrogate Likelihoods for Variational Annealed Importance Sampling"

11 / 11 papers shown

Title
Variational Learning of Gaussian Process Latent Variable Models through Stochastic Gradient Annealed Importance Sampling Jian Xu Shian Du Junmei Yang Qianli Ma Delu Zeng BDL 24 0 0 13 Aug 2024
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling Denis Blessing Xiaogang Jia Johannes Esslinger Francisco Vargas Gerhard Neumann 50 16 0 11 Jun 2024
General bounds on the quality of Bayesian coresets Trevor Campbell 42 2 0 20 May 2024
Reparameterized Variational Rejection Sampling M. Jankowiak Du Phan DRL BDL 16 1 0 26 Sep 2023
Machine Learning and the Future of Bayesian Computation Steven Winter Trevor Campbell Lizhen Lin Sanvesh Srivastava David B. Dunson TPM 33 4 0 21 Apr 2023
eVAE: Evolutionary Variational Autoencoder Zhangkai Wu LongBing Cao Lei Qi BDL DRL 27 10 0 01 Jan 2023
Langevin Diffusion Variational Inference Tomas Geffner Justin Domke DiffM 14 19 0 16 Aug 2022
Score-Based Diffusion meets Annealed Importance Sampling Arnaud Doucet Will Grathwohl A. G. Matthews Heiko Strathmann DiffM 30 43 0 16 Aug 2022
MixFlows: principled variational inference via mixed flows Zuheng Xu Na Chen Trevor Campbell 55 8 0 16 May 2022
Bayesian inference via sparse Hamiltonian flows Na Chen Zuheng Xu Trevor Campbell 30 14 0 11 Mar 2022
Variational Inference with Locally Enhanced Bounds for Hierarchical Models Tomas Geffner Justin Domke 16 5 0 08 Mar 2022