Nonlinear manifold approximation using compositional polynomial networks

Antoine Bensalah, Anthony Nouy, Joel Soffo

We consider the problem of approximating a subset $M$ of a Hilbert space $X$ by a low-dimensional manifold $M_n$, using samples from $M$. We propose a nonlinear approximation metho…