Path-Guided Particle-based Sampling

Mingzhou Fan, Ruida Zhou, Chao Tian +1

Particle-based Bayesian inference methods by sampling from a partition-free target (posterior) distribution, e.g., Stein variational gradient descent (SVGD), have attracted signifi…