Robust Optimization Framework for Training Shallow Neural Networks Using Reachability Method

Yejiang Yang, Weiming Xiang

In this paper, a robust optimization framework is developed to train shallow neural networks based on reachability analysis of neural networks. To characterize noises of input data…