Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids

Bastian Bohn, Michael Griebel, Jens Oettershagen

For low-dimensional data sets with a large amount of data points, standard kernel methods are usually not feasible for regression anymore. Besides simple linear models or involved…