2024
Learning Sparse Codes with Entropy-Based ELBOs
AISTATS 2024poster
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-based learning objective for the parameters of standard sparse coding. The novel variational objective has the following…