Learning functions varying along a central subspace

Hao Liu, Wenjing Liao

Many functions of interest are in a high-dimensional space but exhibit low-dimensional structures. This paper studies regression of a $s$-Hölder function $f$ in ${\mathbb{R}}^D$ whic…