2 papers
cs.IT2025
Active Sequential Hypothesis Testing with Non-Homogeneous Costs
George Vershinin, Asaf Cohen, Omer Gurewitz
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…
cs.IT2025
Multi-Stage Active Sequential Hypothesis Testing with Clustered Hypotheses
George Vershinin, Asaf Cohen, Omer Gurewitz
We consider the problem where an active Decision-Maker (DM) is tasked to identify the true hypothesis using as few as possible observations while maintaining accuracy. The DM colle…