Large sample scaling analysis of the Zig-Zag algorithm for Bayesian inference

Sanket Agrawal, Joris Bierkens, Gareth O. Roberts

Piecewise deterministic Markov processes provide scalable methods for sampling from the posterior distributions in big data settings by admitting principled sub-sampling strategies…