Semi-Supervised Learning

✍ Scribed by Olivier Chapelle, Bernhard Schölkopf, Alexander Zien

• Book ID: 127445900
• Publisher: MIT Press
• Year: 2006
• Tongue: English
• Weight: 6 MB
• Series: Adaptive computation and machine learning
• Category: Library
• City: Cambridge, Mass
• ISBN-13: 9780262033589

✦ Synopsis

A comprehensive review of an area of machine learning that deals with the use of unlabeled data in classification problems: state-of-the-art algorithms, a taxonomy of the field, applications, benchmark experiments, and directions for future research.