Gunawan, David; Dang, Khue-dung; Quiroz, Matias; Kohn, … - 2019
We show how to speed up Sequential Monte Carlo (SMC) for Bayesian inference in large data problems by data subsampling … parallel computation. Second, we use a Metropolis within Gibbs kernel with two conditional updates. A Hamiltonian Monte Carlo …