Hierarchical autoregressive neural networks for statistical systems

21 March 2022

Papers citing "Hierarchical autoregressive neural networks for statistical systems"

6 / 6 papers shown

Title
Flow-based sampling in the lattice Schwinger model at criticality M. S. Albergo D. Boyda Kyle Cranmer D. Hackett G. Kanwar S. Racanière Danilo Jimenez Rezende F. Romero-López P. Shanahan Julian M. Urban 31 35 0 23 Feb 2022
Analysis of autocorrelation times in Neural Markov Chain Monte Carlo simulations P. Białas P. Korcyl T. Stebel 42 9 0 19 Nov 2021
Equivariant flow-based sampling for lattice gauge theory G. Kanwar M. S. Albergo D. Boyda Kyle Cranmer D. Hackett S. Racanière Danilo Jimenez Rezende P. Shanahan AI4CE 45 175 0 13 Mar 2020
Flow-based generative models for Markov chain Monte Carlo in lattice field theory M. S. Albergo G. Kanwar P. Shanahan AI4CE 46 218 0 26 Apr 2019
Solving Statistical Mechanics Using Variational Autoregressive Networks Dian Wu Lei Wang Pan Zhang 61 184 0 27 Sep 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014