Transport Monte Carlo: High-Accuracy Posterior Approximation via Random Transport

24 July 2019

Papers citing "Transport Monte Carlo: High-Accuracy Posterior Approximation via Random Transport"

5 / 5 papers shown

Title
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 33 475 0 08 Mar 2021
Variational Inference with Continuously-Indexed Normalizing Flows Anthony L. Caterini R. Cornish Dino Sejdinovic Arnaud Doucet BDL 11 19 0 10 Jul 2020
Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows R. Cornish Anthony L. Caterini George Deligiannidis Arnaud Doucet 9 3 0 30 Sep 2019
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data J. Bierkens Paul Fearnhead Gareth O. Roberts 50 232 0 11 Jul 2016
MCMC using Hamiltonian dynamics Radford M. Neal 132 3,260 0 09 Jun 2012