Bayesian Inference with Latent Hamiltonian Neural Networks

12 August 2022

Papers citing "Bayesian Inference with Latent Hamiltonian Neural Networks"

7 / 7 papers shown

Title
An Introduction to Hamiltonian Monte Carlo Method for Sampling Nisheeth K. Vishnoi 43 14 0 27 Aug 2021
Active Learning with Multifidelity Modeling for Efficient Rare Event Simulation Somayajulu L. N. Dhulipala Michael D. Shields B. Spencer C. Bolisetti A. Slaughter V. Labouré P. Chakroborty 45 24 0 25 Jun 2021
Hamiltonian neural networks for solving equations of motion M. Mattheakis David Sondak Akshunna S. Dogra P. Protopapas 44 59 0 29 Jan 2020
Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control Yaofeng Desmond Zhong Biswadip Dey Amit Chakraborty PINN 86 271 0 26 Sep 2019
Generalizing Hamiltonian Monte Carlo with Neural Networks Daniel Levy Matthew D. Hoffman Jascha Narain Sohl-Dickstein BDL 61 130 0 25 Nov 2017
MCMC using Hamiltonian dynamics Radford M. Neal 290 3,280 0 09 Jun 2012
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo Matthew D. Hoffman Andrew Gelman 162 4,297 0 18 Nov 2011