Sparse Model Identification and Learning for Ultra-high-dimensional Additive Partially Linear Models

Xinyi Li, Li Wang, Dan Nettleton

The additive partially linear model (APLM) combines the flexibility of nonparametric regression with the parsimony of regression models, and has been widely used as a popular tool…