This book serves both as a capstone to the 20th Century developments in its eponymous field, and as a springboard for the further development of this field in the current century. It provides an ...

We consider the class of Iterative Shrinkage-Thresholding Algorithms (ISTA) for solving linear inverse problems arising in signal/image processing. This class of methods is attractive due to its ...