Uncertainties in Parameters Estimated with Neural Networks: Application to Strong Gravitational Lensing

Laurence Perreault Levasseur, Yashar D. Hezaveh, Risa H. Wechsler

In Hezaveh et al. 2017 we showed that deep learning can be used for model parameter estimation and trained convolutional neural networks to determine the parameters of strong gravi…