Adaptive schemes for piecewise deterministic Monte Carlo algorithms

Andrea Bertazzi, Joris Bierkens

The Bouncy Particle sampler (BPS) and the Zig-Zag sampler (ZZS) are continuous time, non-reversible Monte Carlo methods based on piecewise deterministic Markov processes. Experimen…