Density Regression and Uncertainty Quantification with Bayesian Deep Noise Neural Networks

Daiwei Zhang, Tianci Liu, Jian Kang

Deep neural network (DNN) models have achieved state-of-the-art predictive accuracy in a wide range of supervised learning applications. However, accurately quantifying the uncerta…