2026
ACTIVE SEQUENTIAL HYPOTHESIS TESTING WITH NON-HOMOGENEOUS COSTS
ICASSP 2026oral
We study the Non-Homogeneous Sequential Hypothesis Testing (NHSHT), where a single active Decision-Maker (DM) selects actions with heterogeneous positive costs to identify the true hypothesis under an average error constraint \(δ\), while minimizing expected total cost paid. Under standard arguments…