From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information

Hengru Xu, Shen Li, Renfen Hu +2

Dropout is used to avoid overfitting by randomly dropping units from the neural networks during training. Inspired by dropout, this paper presents GI-Dropout, a novel dropout metho…