Diego Martinez Taboada

Sharp empirical Bernstein inequalities for the variance of bounded random variables

We develop novel "empirical Bernstein" inequalities for the variance of bounded random variables. Our inequalities hold under constant conditional variance and mean, without further assumptions like independence or identical distribution of the random variables, making them suitable for sequential d…