Michael Stanley Smith

Marginally Calibrated Deep Distributional Regression

2020 · Journal of Computational and Graphical Statistics

Deep neural network (DNN) regression models are widely used in applications requiring state-of-the-art predictive accuracy. However, until recently there has been little work on accurate uncertainty quantification for predictions from such models. We add to …