Generalization and Risk Bounds for Recurrent Neural Networks

Xuewei Cheng, Ke Huang, Shujie Ma

Recurrent Neural Networks (RNNs) have achieved great success in the prediction of sequential data. However, their theoretical studies are still lagging behind because of their comp…