Gradient-based collective and structured nonlinear dimension reduction with quadratic surrogates

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…