Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation

Guillaume Sagnol, Luc Pronzato

The problems of Lasso regression and optimal design of experiments share a critical property: their optimal solutions are typically \emph{sparse}, i.e., only a small fraction of th…