Low Rank Approximation for Smoothing Spline via Eigensystem Truncation

Danqing Xu, Yuedong Wang

Smoothing splines provide a powerful and flexible means for nonparametric estimation and inference. With a cubic time complexity, fitting smoothing spline models to large data is c…