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A framework is developed using techniques from
rate distortion theory in statistical testing. The idea is first to do
optimal compression according to a certain distortion function
and then use inf...
Estimation of the Rate-Distortion Function
Rate-distortion function entropy estimation consistency maximum likelihood plug-in estimator
2010/4/27
Motivated by questions in lossy data compression and by theoretical considerations, we examine the problem of estimating the rate-distortion function of an unknown (not necessarily discrete-valued) so...