Uncertainty Quantification for Sparse Deep Learning

Yuexi Wang, Veronika Rocková

Abstract: Deep learning methods continue to have a decided impact on machine learning, both in theory and in practice. Statistical theoretical developments have been mostly concerned with approximability or ...