Robust and Active Learning for Deep Neural Network Regression

Xi Li, George Kesidis, David J. Miller +3

We describe a gradient-based method to discover local error maximizers of a deep neural network (DNN) used for regression, assuming the availability of an "oracle" capable of provi…