Nonparametric Regression via Tree-Guided Feature Aggregation

Sithija Manage, Y. Samuel Wang, Martin T. Wells

In regression problems where covariates are naturally organized in a hierarchical tree structure, a central challenge is to select the resolution at which covariates enter the mode…