Mohamed Zaki

Uncertainty in Neural Networks: Bayesian Ensembling.

2018 · arXiv (Cornell University)

Understanding the uncertainty of a neural network's (NN) predictions is essential for many applications. The Bayesian framework provides a principled approach to this, however applying it to NNs is challenging due to the large number …