Publication details
Journal Article
On convergence of information contained in quantized observations
: IEEE Transactions on Information Theory vol.48, 8 (2002), p. 2163-2172
: CEZ:AV0Z1075907
: GA201/02/1391, GA ČR
: convergence of quantized information, Csiszar divergences, generalized Fisher information
(eng): By the well-known information processing theorem, quantization of observations reduce values of convex information functionals such as the information divergence, Fisher information, or Shannon information. This paper deals with the convergence of the reduced values of these inctions to their original unreduced values of various sequences of partitions of the observations space.
: 09J
: BD