Finite Sample Bounds for Composite Hypothesis Testing

Elías Vera-Sigüenza, Amedeo Roberto Esposito

We investigate composite binary hypothesis testing in the finite sample regime under asymmetric error constraints. Using Rényi divergences, we derive explicit achievability and con…