Robust Kullback-Leibler Divergence and Universal Hypothesis Testing for Continuous Distributions

Pengfei Yang, Biao Chen

Universal hypothesis testing refers to the problem of deciding whether samples come from a nominal distribution or an unknown distribution that is different from the nominal distri…