Estimating Regression Predictive Distributions with Sample Networks

Ali Harakeh, Jordan Hu, Naiqing Guan +2

Estimating the uncertainty in deep neural network predictions is crucial for many real-world applications. A common approach to model uncertainty is to choose a parametric distribu…