Bayesian Inference with Latent Hamiltonian Neural Networks

Somayajulu L. N. Dhulipala, Yifeng Che, Michael D. Shields

When sampling for Bayesian inference, one popular approach is to use Hamiltonian Monte Carlo (HMC) and specifically the No-U-Turn Sampler (NUTS) which automatically decides the end…