Learning Sparse Codes with Entropy-Based ELBOs

Dmytro Velychko, Simon Damm, Asja Fischer +1

Standard probabilistic sparse coding assumes a Laplace prior, a linear mapping from latents to observables, and Gaussian observable distributions. We here derive a solely entropy-b…