Learning with Non-Convex Truncated Losses by SGD

Yi Xu, Shenghuo Zhu, Sen Yang +3

Learning with a {\it convex loss} function has been a dominating paradigm for many years. It remains an interesting question how non-convex loss functions help improve the generali…