Learning Sparsity-Promoting Regularizers using Bilevel Optimization

Avrajit Ghosh, Michael T. McCann, Madeline Mitchell +1

We present a method for supervised learning of sparsity-promoting regularizers for denoising signals and images. Sparsity-promoting regularization is a key ingredient in solving mo…