Gradient Boosting Neural Networks: GrowNet

Sarkhan Badirli, Xuanqing Liu, Zhengming Xing +3

A novel gradient boosting framework is proposed where shallow neural networks are employed as ``weak learners''. General loss functions are considered under this unified framework…