click to view more
Theory and Use of the Em Algorithm
by Theory and Use of the Em Algorithm
$54.90
List Price: $65.00
Save: $10.10 (15%)
Description
Theory and Use of the EM Algorithm introduces the expectation-maximization (EM) algorithm and provides an intuitive and mathematically rigorous understanding of this method. It describes in detail two of the most popular applications of EM: estimating Gaussian mixture models (GMMs), and estimating hidden Markov models (HMMs). It also covers the use of EM for learning an optimal mixture of fixed models, for estimating the parameters of a compound Dirichlet distribution, and for disentangling superimposed signals. It discusses problems that arise in practice with EM, and variants of the algorithm that help deal with these challenges. Theory and Use of the EM Algorithm is designed to be useful to both the EM novice and the experienced EM user looking to better understand the method and its use.
Last updated on
Product Details
- Now Publishers Brand
- Jun 30, 2011 Pub Date:
- 1601984308 ISBN-10:
- 9781601984302 ISBN-13:
- 88.0 pages Paperback
- English Language
- 9.21 in * 0.18 in * 6.14 in Dimensions:
- 0 lb Weight:
Money Back
Love it! Use it! Reuse it!
Free Shipping
Shipping is on us
Free Support
24/24 available
