Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation

29 January 2019

Papers citing "Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation"

5 / 5 papers shown

Title
Sequential Neural Posterior and Likelihood Approximation Samuel Wiqvist J. Frellsen Umberto Picchini BDL 34 33 0 12 Feb 2021
Neural Approximate Sufficient Statistics for Implicit Models Yanzhi Chen Dinghuai Zhang Michael U. Gutmann Aaron Courville Zhanxing Zhu 27 79 0 20 Oct 2020
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation Mattias Åkesson Prashant Singh Fredrik Wrede A. Hellander BDL 22 32 0 31 Jan 2020
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation Ritabrata Dutta Marcel Schoengens Lorenzo Pacchiardi Avinash Ummadisingu Nicole Widmer Pierre Künzli J. Onnela Antonietta Mira 29 25 0 13 Nov 2017
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012