Uncertainty Propagation in Deep Neural Network Using Active Subspace

1 code implementation • 10 Mar 2019 • Weiqi Ji, Zhuyin Ren, Chung K. Law

This work employs a gradient-based subspace method and response surface technique to accelerate the uncertainty propagation in DNN.