Support Localization and the Fisher Metric for off-the-grid Sparse Regularization

Clarice Poon, Nicolas Keriven, Gabriel Peyré

Abstract: Sparse regularization is a central technique for both machine learning (to achieve supervised features selection or unsupervised mixture learning) and imaging sciences (to achieve super-resolution)...