Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems

Giovanni S. Alberti, Luca Ratti, Matteo Santacesaria +1

In inverse problems, it is widely recognized that the incorporation of a sparsity prior yields a regularization effect on the solution. This approach is grounded on the a priori as…