Resolution-Consistent Greedy Neural Approximation on Infinite-Dimensional Spaces

Pablo M. Berná, Antonio Falcó, Diego Mondéjar

We develop constructive approximation and learning guarantees for shallow neural models with infinite-dimensional inputs observed through finitely many coordinates. The analysis is…