NOMU: Neural Optimization-based Model Uncertainty

Jakob Heiss, Jakob Weissteiner, Hanna Wutte +2

We study methods for estimating model uncertainty for neural networks (NNs) in regression. To isolate the effect of model uncertainty, we focus on a noiseless setting with scarce t…