2 papers
math.ST2018
Minimax Optimal Sequential Hypothesis Tests for Markov Processes
Michael Fauss, Abdelhak M. Zoubir, H. Vincent Poor
Under mild Markov assumptions, sufficient conditions for strict minimax optimality of sequential tests for multiple hypotheses under distributional uncertainty are derived. First,…
math.ST2018
On the Equivalence of f-Divergence Balls and Density Bands in Robust Detection
Michael Fauss, Abdelhak M. Zoubir, H. Vincent Poor
The paper deals with minimax optimal statistical tests for two composite hypotheses, where each hypothesis is defined by a non-parametric uncertainty set of feasible distributions.…