Convergent Expectation Propagation in Linear Models with Spike-and-slab Priors

José Miguel Hernández-Lobato, Daniel Hernández-Lobato

Exact inference in the linear regression model with spike and slab priors is often intractable. Expectation propagation (EP) can be used for approximate inference. However, the reg…