2 papers
cond-mat.stat-mech2008
Deformed Statistics Formulation of the Information Bottleneck Method
R. C. Venkatesan, A. Plastino
The theoretical basis for a candidate variational principle for the information bottleneck (IB) method is formulated within the ambit of the generalized nonadditive statistics of T…
cond-mat.stat-mech2006
Generalized Statistics Framework for Rate Distortion Theory
R. C. Venkatesan, A. Plastino
Variational principles for the rate distortion (RD) theory in lossy compression are formulated within the ambit of the generalized nonextensive statistics of Tsallis, for values of…