Charles Jin

Manifold Regularization for Locally Stable Deep Neural Networks

2020 · arXiv (Cornell University)

We apply concepts from manifold regularization to develop new regularization techniques for training locally stable deep neural networks. Our regularizers are based on a sparsification of the graph Laplacian which holds with high probability when …