no code implementations • 7 May 2019 • Shen-Huan Lv, Liang Yang, Zhi-Hua Zhou
In this paper, we reformulate the forest representation learning approach as an additive model which boosts the augmented feature instead of the prediction.
no code implementations • ICLR 2019 • Shen-Huan Lv, Lu Wang, Zhi-Hua Zhou
Recent research about margin theory has proved that maximizing the minimum margin like support vector machines does not necessarily lead to better performance, and instead, it is crucial to optimize the margin distribution.