Nonlinear low-dimensional regression using auxiliary coordinates

Weiran Wang, Miguel Á. Carreira-Perpiñán

Abstract: When doing regression with inputs and outputs that are high-dimensional, it often makes sense to reduce the dimensionality of the inputs before mapping to the outputs. Much work in statistics and m...