Sparse Deep Learning for Time Series Data: Theory and Applications

Mingxuan Zhang, Yan Sun, Faming Liang

Sparse deep learning has become a popular technique for improving the performance of deep neural networks in areas such as uncertainty quantification, variable selection, and large…