Surrogate to Poincaré inequalities on manifolds for structured dimension reduction in nonlinear feature spaces

Alexandre Pasco, Anthony Nouy

This paper is concerned with the approximation of continuously differentiable functions with high-dimensional input by a composition of two functions: a feature map that extracts f…