Wed Jan 02 2019

Machine Learning##### An Introductory Guide to Fano's Inequality with Applications in Statistical Estimation

###### Information theory plays an indispensable role in the development of algorithm-independent impossibility results. We provide a survey of Fano's inequality and its variants in the context of statistical estimation. We present a variety of key tools and techniques used for establishing impossibility results via this approach.

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