Deep ReLU networks lessen the curse of dimensionality
Hadrien Montanelli, Qiang Du · arXiv (Cornell University) · 2017
We prove a theorem concerning the approximation of multivariate functions by deep ReLU networks. We present new error estimates for which the curse of the dimensionality is lessened by establishing a connection with sparse grids.