Expanding boundaries of Gap Safe screening

Cassio F. Dantas, Emmanuel Soubies, Cédric Févotte

Sparse optimization problems are ubiquitous in many fields such as statistics, signal/image processing and machine learning. This has led to the birth of many iterative algorithms…