IEEE - Institute of Electrical and Electronics Engineers, Inc. - Distributed inference over regression and classification models

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Zaid J. Towfic ; Jianshu Chen ; Ali H. Sayed
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 5,406 - 5,410
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6638696
Regular:

We study the distributed inference task over regression and classification models where the likelihood function is strongly log-concave. We show that diffusion strategies allow the KL divergence... View More

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