Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge

Xiaoge Zhang, Xiao-Lin Wang, Fenglei Fan +2

In this paper, we develop a generic methodology to encode hierarchical causality structure among observed variables into a neural network in order to improve its predictive perform…