Adaptive Group Lasso Neural Network Models for Functions of Few Variables and Time-Dependent Data

Lam Si Tung Ho, Nicholas Richardson, Giang Tran

In this paper, we propose an adaptive group Lasso deep neural network for high-dimensional function approximation where input data are generated from a dynamical system and the tar…