Bayesian Optimal Active Search and Surveying

Roman Garnett, Yamuna Krishnamurthy, Xuehan Xiong +2

We consider two active binary-classification problems with atypical objectives. In the first, active search, our goal is to actively uncover as many members of a given class as pos…