WorldCat Identities

Kulkarni, Sanjeev

Overview
Works: 1 works in 5 publications in 1 language and 15 library holdings
Classifications: Q370, 003.54
Publication Timeline
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Most widely held works by Sanjeev Kulkarni
Universal estimation of information measures for analog sources by Qing Wang( Book )

5 editions published in 2009 in English and held by 12 WorldCat member libraries worldwide

This monograph presents an overview of universal estimation of information measures for continuous-alphabet sources. Special attention is given to the estimation of mutual information and divergence based on independent and identically distributed (i.i.d.) data. Plug-in methods, partitioning-based algorithms, nearest-neighbor algorithms as well as other approaches are reviewed, with particular focus on consistency, speed of convergence and experimental performance
 
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Universal estimation of information measures for analog sources
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