3 citations · 3 across the 2 of their papers we have counts for
2 papers
stat.ML2024★ 3 cited
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…
stat.ML2023
Approximation of Nonlinear Functionals Using Deep ReLU Networks
Linhao Song, Jun Fan, Di-Rong Chen +1
In recent years, functional neural networks have been proposed and studied in order to approximate nonlinear continuous functionals defined on for integers …