IEEE - Institute of Electrical and Electronics Engineers, Inc. - Convergence of exponentiated gradient algorithms

Author(s): S.I. Hill ; R.C. Williamson
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2001
Volume: 49
Page Count: 8
Page(s): 1,208 - 1,215
ISSN (Paper): 1053-587X
ISSN (Online): 1941-0476
DOI: 10.1109/78.923303
Regular:

This paper studies three related algorithms: the (traditional) gradient descent (GD) algorithm, the exponentiated gradient algorithm with positive and negative weights (EG/spl plusmn/ algorithm),... View More

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