Gaussian Process Surrogate Models for Neural Networks

Michael Y. Li, Erin Grant, Thomas L. Griffiths

Not being able to understand and predict the behavior of deep learning systems makes it hard to decide what architecture and algorithm to use for a given problem. In science and en…