Bounding Neyman-Pearson Region with $f$-Divergences

Andrew Mullhaupt, Cheng Peng

The Neyman-Pearson region of a simple binary hypothesis testing is the set of points whose coordinates represent the false positive rate and false negative rate of some test. The l…