Convergence Results for the EM Approach to Mixtures of Experts Architectures

The Expectation-Maximization (EM) algorithm is an iterative approach to maximum likelihood parameter estimation. Jordan and Jacobs (1993) recently proposed an EM algorithm for the mixture of experts architecture of Jacobs, Jordan, Nowlan and Hinton (1991) and the hierarchical mixture of exper...

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Bibliographic Details
Main Authors: Jordan, Michael I., Xu, Lei
Language:en_US
Published: 2004
Online Access:http://hdl.handle.net/1721.1/6620