Information Theory and Statistical Learning

• Corporate Author: SpringerLink (Online service)
• Other Authors: Emmert-Streib, Frank (Editor), Dehmer, Matthias (Editor)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2009.
• Subjects: Computer science.; Coding theory.; Computers.; Computer science > Mathematics.; Artificial intelligence.; Control engineering.; Robotics.; Mechatronics.; Electrical engineering.; Computer Science.; Coding and Information Theory.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; Mathematics of Computing.; Communications Engineering, Networks.; Control, Robotics, Mechatronics.

Information Theory and Statistical Learning presents theoretical and practical results about information theoretic methods used in the context of statistical learning. The book will present a comprehensive overview of the large range of different methods that have been developed in a multitude of co...