Elimination-augmented Track-and-Stop yields a non-asymptotic upper bound on stopping time in active hypothesis testing, with finite-sample improvements from tighter tracking on the reduced hypothesis set.
We record both the stopping time and the empirical terminal error rate and put the results into table III, IV, and V
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Finite-Sample Analysis of Elimination in Active Hypothesis Testing
Elimination-augmented Track-and-Stop yields a non-asymptotic upper bound on stopping time in active hypothesis testing, with finite-sample improvements from tighter tracking on the reduced hypothesis set.