Information Theoretic Learning exploits information theoretic learning as a unifying principle to directly extract information from data, either in a self-organizing or supervised manner. Written by world-class experts in this field, the book discusses principles, algorithms, and applications, mirroring the development of the LMS algorithm for adaptive signal processing.