Learning Nonparametric Forest Graphical Models with Prior Information

Yuancheng Zhu, Zhe Liu, Siqi Sun

Abstract: We present a framework for incorporating prior information into nonparametric estimation of graphical models. To avoid distributional assumptions, we restrict the graph to be a forest and build on ...