Parallelizing MCMC Across the Sequence Length

David M. Zoltowski, Skyler Wu, Xavier Gonzalez +2

Markov chain Monte Carlo (MCMC) methods are foundational algorithms for Bayesian inference and probabilistic modeling. However, most MCMC algorithms are inherently sequential and t…