Collaborative Information Bottleneck

This paper investigates a multi-terminal source coding problem under a logarithmic loss fidelity which does not necessarily lead to an additive distortion measure. The problem is motivated by an extension of the information bottleneck method to a multi-source scenario where several encoders have to...

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Bibliographic Details
Published in:	IEEE transactions on information theory Vol. 65; no. 2; pp. 787 - 815
Main Authors:	Vera, Matias, Rey Vega, Leonardo, Piantanida, Pablo
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.02.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Institute of Electrical and Electronics Engineers
Subjects:	Coders Collaboration Complexity Complexity theory Cooperation Decoders Decoding Descriptions Distortion Distortion measurement distributed source coding information bottleneck Information Theory interactive lossy source coding logarithmic loss Mathematics Multi-terminal source coding Mutual information noisy rate-distortion Shannon theory side information Source coding Statistical models Statistics Tradeoffs Interactive lossy source coding Information Bottleneck Logarithmic loss Noisy rate-distortion Multi-terminal source coding Side information Shannon theory Distributed source coding
ISSN:	0018-9448, 1557-9654
Online Access:	Get full text
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