IEEE - Institute of Electrical and Electronics Engineers, Inc. - Non-logarithmic information measures, /spl alpha/-weighted EM algorithms and speedup of learning

Proceedings 1998 IEEE International Symposium on Information Theory

Author(s): Matsuyama, Y.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1998
Conference Location: Cambridge, MA, USA, USA
Conference Date: 16 August 1998
ISBN (Paper): 0-7803-5000-6
DOI: 10.1109/ISIT.1998.708990
Regular:

Starting from Renyi's /spl alpha/-divergence, a class of generalized EM algorithms called the /spl alpha/-EM algorithms of the WEM algorithms are derived. Merits of this generalization are found... View More

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