Simplified and Unified Analysis of Various Learning Problems by Reduction to Multiple-Instance Learning

Daiki Suehiro, Eiji Takimoto

In statistical learning, many problem formulations have been proposed so far, such as multi-class learning, complementarily labeled learning, multi-label learning, multi-task learn…