Covariance-Adaptive Bouncy Particle Samplers via Split Lagrangian Dynamics

Augustin Chevallier, Erik Raab

Piecewise Deterministic Markov Processes (PDMPs) provide a powerful framework for continuous-time Monte Carlo, with the Bouncy Particle Sampler (BPS) as a prominent example. Recent…