High-dimensional scaling limits of piecewise deterministic sampling algorithms

Joris Bierkens, Kengo Kamatani, Gareth O. Roberts

Piecewise deterministic Markov processes are an important new tool in the design of Markov Chain Monte Carlo algorithms. Two examples of fundamental importance are the Bouncy Parti…