Efficient kernel surrogates for neural network-based regression

Saad Qadeer, Andrew Engel, Amanda Howard +4

Despite their immense promise in performing a variety of learning tasks, a theoretical understanding of the limitations of Deep Neural Networks (DNNs) has so far eluded practitione…