$(\alpha ,\beta )$-Stability for Boosting Vector-Valued Prediction

Jian Qian, Shu Ge

Despite the widespread use of boosting in structured prediction, a general theoretical understanding of aggregation beyond scalar prediction remains incomplete. We study vector-val…