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- W2101401980 abstract "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 on speedup of learning, i.e., acceleration of convergence. Discussions include novel /spl alpha/-versions of logarithm, efficient scores, information matrices and the Cramer-Rao bound. The speedup is examined on Gaussian mixture learning systems." @default.
- W2101401980 created "2016-06-24" @default.
- W2101401980 creator A5004156746 @default.
- W2101401980 date "2002-11-27" @default.
- W2101401980 modified "2023-09-26" @default.
- W2101401980 title "Non-logarithmic information measures, α-weighted EM algorithms and speedup of learning" @default.
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- W2101401980 doi "https://doi.org/10.1109/isit.1998.708990" @default.
- W2101401980 hasPublicationYear "2002" @default.
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