The Design and Analysis of Efficient Learning Algorithms

by Robert E. Schapire

Approaches to building machines that can learn from experience abound - from connectionist learning algorithms and genetic algorithms to statistical mechanics and a learning system based on Piaget's theories of early childhood development. This monograph describes results derived from the mathematically oriented framework of computational learning theory. Focusing on the design of efficient learning algorithms and their performance, it develops a...

• Format: Hardcover
• Language: English
• ISBN: 0262193256
• ISBN13: 9780262193252
• Release Date: September 1992
• Publisher: MIT Press (MA)
• Length: 217 Pages