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UC Santa Cruz - FALL 13 | ||
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 | Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop Hardcover, 738 Pages, Published 2011 ISBN-10: 0-387-31073-8 / 0387310738 ISBN-13: 978-0-387-31073-2 / 9780387310732 This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no othe | |