DocumentCode
2299087
Title
Generalized Statistics Framework for Rate Distortion Theory
Author
Venkatesan, R.C.
Author_Institution
Syst. Res. Corp., Pune
fYear
2007
fDate
27-29 March 2007
Firstpage
402
Lastpage
402
Abstract
A statistical physics analysis for the variational problem encountered in rate distortion (RD) theory and the information bottleneck (IB) method, derived within the generalized nonextensive statistics framework of Tsallis, is presented. The governing equations of the alternate minimization algorithm for the generalized Bergman RD (GBRD) model are described.
Keywords
minimisation; rate distortion theory; statistical analysis; variational techniques; generalized Bergman RD model; generalized nonextensive statistics framework; information bottleneck method; minimization algorithm; rate distortion theory; statistical physics analysis; variational problem; Contracts; Data compression; Equations; Information analysis; Minimization methods; Physics; Rate distortion theory; Rate-distortion; Statistical analysis; Statistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference, 2007. DCC '07
Conference_Location
Snowbird, UT
ISSN
1068-0314
Print_ISBN
0-7695-2791-4
Type
conf
DOI
10.1109/DCC.2007.41
Filename
4148803
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