Nonlinear functional regression by functional deep neural network with kernel embedding

Zhongjie Shi, Jun Fan, Linhao Song +2

Recently, deep learning has been widely applied in functional data analysis (FDA) with notable empirical success. However, the infinite dimensionality of functional data necessitat…