Ensemble Slice Sampling: Parallel, black-box and gradient-free inference for correlated & multimodal distributions

Minas Karamanis, Florian Beutler

Slice Sampling has emerged as a powerful Markov Chain Monte Carlo algorithm that adapts to the characteristics of the target distribution with minimal hand-tuning. However, Slice S…