Robust Neural Regression via Uncertainty Learning

Akib Mashrur, Wei Luo, Nayyar A. Zaidi +1

Deep neural networks tend to underestimate uncertainty and produce overly confident predictions. Recently proposed solutions, such as MC Dropout and SDENet, require complex trainin…