Conditional regression for the Nonlinear Single-Variable Model

Yantao Wu, Mauro Maggioni

Regressing a function $F$ on ${\mathbb{R}}^d$ without incurring the statistical and computational curse of dimensionality requires exploitable structure. Compositional models $F=f\ci…