Exponential Concentration of a Density Functional Estimator

NeurIPS 2014 Shashank SinghBarnabás P óczos

We analyze a plug-in estimator for a large class of integral functionals of one or more continuous probability densities. This class includes important families of entropy, divergence, mutual information, and their conditional versions... (read more)

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