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.
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