Reliable Neural Networks for Regression Uncertainty Estimation

Tony Tohme, Kevin Vanslette, Kamal Youcef-Toumi

While deep neural networks are highly performant and successful in a wide range of real-world problems, estimating their predictive uncertainty remains a challenging task. To addre…