Adji Bousso Dieng

Noisin: Unbiased Regularization for Recurrent Neural Networks

2018 · arXiv (Cornell University)

Recurrent neural networks (RNNs) are powerful models of sequential data. They have been successfully used in domains such as text and speech. However, RNNs are susceptible to overfitting; regularization is important. In this paper we …