Adaptive Estimation In High-Dimensional Additive Models With Multi-Resolution Group Lasso

Yisha Yao, Cun-Hui Zhang

In additive models with many nonparametric components, a number of regularized estimators have been proposed and proven to attain various error bounds under different combinations…