Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines

Eric W. Tramel, Andre Manoel, Francesco Caltagirone +2

In this work, we consider compressed sensing reconstruction from $M$ measurements of $K$-sparse structured signals which do not possess a writable correlation model. Assuming that…