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

Anthony Nouy, Alexandre Pasco

We aim to approximate a continuously differentiable function $u:{\mathbb{R}}^d\to \mathbb{R}$ by a composition of functions $f\circ g$ where $g:\mathbb{R}^d \rightarrow \mat…