Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs?

Son Luu, Zuheng Xu, Nikola Surjanovic +3

The Hamiltonian Monte Carlo (HMC) algorithm is often lauded for its ability to effectively sample from high-dimensional distributions. In this paper we challenge the presumed domin…