Spectral divide-and-conquer MCMC for long stationary time series

Zixuan Wang, Matias Quiroz, Feng Li +2

The temporal dependence inherent in time series models poses a fundamental challenge for distributed Bayesian inference, as it precludes embarrassingly parallel algorithms based on…