Sandwiching the marginal likelihood using bidirectional Monte Carlo

8 November 2015

Papers citing "Sandwiching the marginal likelihood using bidirectional Monte Carlo"

11 / 11 papers shown

Title
Optimization of Annealed Importance Sampling Hyperparameters Shirin Goshtasbpour F. Pérez-Cruz 21 1 0 27 Sep 2022
Bounding Evidence and Estimating Log-Likelihood in VAE Lukasz Struski Marcin Mazur Pawel Batorski P. Spurek Jacek Tabor 11 3 0 19 Jun 2022
Guaranteed Bounds for Posterior Inference in Universal Probabilistic Programming Raven Beutner Luke Ong Fabian Zaiser 14 11 0 06 Apr 2022
Variational Inference with Locally Enhanced Bounds for Hierarchical Models Tomas Geffner Justin Domke 16 5 0 08 Mar 2022
Bayesian Model Selection, the Marginal Likelihood, and Generalization Sanae Lotfi Pavel Izmailov Gregory W. Benton Micah Goldblum A. Wilson UQCV BDL 52 56 0 23 Feb 2022
Surrogate Likelihoods for Variational Annealed Importance Sampling M. Jankowiak Du Phan BDL 18 13 0 22 Dec 2021
Differentiable Molecular Simulations for Control and Learning Wujie Wang Simon Axelrod Rafael Gómez-Bombarelli AI4CE 100 49 0 27 Feb 2020
Inference Suboptimality in Variational Autoencoders Chris Cremer Xuechen Li D. Duvenaud DRL BDL 13 281 0 10 Jan 2018
Adversarial Message Passing For Graphical Models Theofanis Karaletsos GAN 19 29 0 15 Dec 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 22 223 0 14 Nov 2016
Partition Functions from Rao-Blackwellized Tempered Sampling David Carlson Patrick Stinson Ari Pakman Liam Paninski 28 13 0 07 Mar 2016