Learning Theory: An Approximation Theory Viewpoint

by Felipe Cucker and Ding-Xuan Zhou

The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applications have triggered a rapid growth during the last two decades. This is the first book to give a general overview of the theoretical foundations of the...

• Format: Hardcover
• Language: English
• ISBN: 052186559X
• ISBN13: 9780521865593
• Release Date: May 2007
• Publisher: Cambridge University Press
• Length: 238 Pages
• Weight: 0.79 lbs.
• Dimensions: 0.7" x 6.3" x 9.1"