Choosing the appropriate approximation method is a crucial step in solving a broad class of problems. It affects both the quality of the solutions obtained and the efficiency of the computational ...

Consider the multivariate nonparametric regression model. It is shown that estimators based on sparsely connected deep neural networks with ReLU activation function and properly chosen network ...