Paul Duff

Short-lived High-volume Bandits

Modern platforms leverage randomized experiments to make informed decisions from a given set of alternatives. As a particularly challenging scenario, these alternatives can potentially have (i) high volume, with thousands of new items being released each hour, and (ii) short lifetime, either due to…