Spike-and-Slab Posterior Sampling in High Dimensions

Syamantak Kumar, Purnamrita Sarkar, Kevin Tian +1

Posterior sampling with the spike-and-slab prior [MB88], a popular multimodal distribution used to model uncertainty in variable selection, is considered the theoretical gold stand…