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Another interpretation of the EM algorithm for mixture distributions

✍ Scribed by Richard J. Hathaway

Publisher
Elsevier Science
Year
1986
Tongue
English
Weight
241 KB
Volume
4
Category
Article
ISSN
0167-7152

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πŸ“œ SIMILAR VOLUMES

On the correct convergence of the EM alg
On the correct convergence of the EM algorithm for Gaussian mixtures
✍ Jinwen Ma; Shuqun Fu πŸ“‚ Article πŸ“… 2005 πŸ› Elsevier Science 🌐 English βš– 235 KB

It is well-known that the EM algorithm generally converges to a local maximum likelihood estimate. However, there have been many evidences to show that the EM algorithm can converge correctly to the true parameters as long as the overlap of Gaussians in the sample data is small enough. This paper st