Confidence Interval Construction and Conditional Variance Estimation with Dense ReLU Networks

Carlos Misael Madrid Padilla, Oscar Hernan Madrid Padilla, Yik Lun Kei +2

This paper addresses the problems of conditional variance estimation and confidence interval construction in nonparametric regression using dense networks with the Rectified Linear…