Pairing an arbitrary regressor with an artificial neural network estimating aleatoric uncertainty

Pavel Gurevich, Hannes Stuke

We suggest a general approach to quantification of different forms of aleatoric uncertainty in regression tasks performed by artificial neural networks. It is based on the simultan…