Formulating Beurling LASSO for Source Separation via Proximal Gradient Iteration

Sören Schulze, Emily J. King

Beurling LASSO generalizes the LASSO problem to finite Radon measures regularized via their total variation. Despite its theoretical appeal, this space is hard to parametrize, whic…