Efficient nonmyopic active search with applications in drug and materials discovery

Shali Jiang, Gustavo Malkomes, Benjamin Moseley +1

Active search is a learning paradigm for actively identifying as many members of a given class as possible. A critical target scenario is high-throughput screening for scientific d…