Restricted Spectral Gap Decomposition for Simulated Tempering Targeting Mixture Distributions

Jhanvi Garg, Krishna Balasubramanian, Quan Zhou

Simulated tempering is a widely used strategy for sampling from multimodal distributions. In this paper, we consider simulated tempering combined with an arbitrary local Markov cha…