A Truncated EM Approach for Spike-and-Slab Sparse Coding

Abdul-Saboor Sheikh, Jacquelyn A. Shelton, Jörg Lücke

We study inference and learning based on a sparse coding model with `spike-and-slab' prior. As in standard sparse coding, the model used assumes independent latent sources that lin…