Generalized Exponential Concentration Inequality for Rényi Divergence Estimation

Shashank Singh, Barnabás Póczos

Estimating divergences in a consistent way is of great importance in many machine learning tasks. Although this is a fundamental problem in nonparametric statistics, to the best of…