Graphical models for machine learning and digital communication

• Main Author: Frey, Brendan J.
• Format: Electronic eBook
• Language: English
• Published: Cambridge, Mass : MIT Press, ©1998.
• Series: Adaptive computation and machine learning.
• Subjects: Machine learning.; Digital communications.; Graph theory.; elektronické knihy; electronic books
• ISBN: 9780262273206
• Physical Description: 1 online zdroj (xiii, 195 pages) : illustrations.

Content Description

Table of Contents:

• 1. Introduction
• 2. Probabilistic inference in graphical models
• 3. Pattern classification
• 4. Unsupervised learning
• 5. Fata compression
• 6. Vhannel coding
• 7. Future research directions.