"A comprehensive, clear, and well-articulated book on sparse modeling. This book will stand as a prime reference to the research community for many years to come."
—Ricardo Vilalta, Department of Computer Science, University of Houston
"This book provides a modern introduction to sparse methods for machine learning and signal processing, with a comprehensive treatment of both theory and algorithms. Sparse Modeling is an ideal book for a first-year graduate course."
—Francis Bach, INRIA - École Normale Supérieure, Paris