Supervised Dynamic Dimension Reduction with Deep Neural Network

Zhanye Luo, Yuefeng Han, Xiufan Yu

This paper studies the problem of dimension reduction, tailored to improving time series forecasting with high-dimensional predictors. We propose a novel Supervised Deep Dynamic Pr…