On Efficient Uncertainty Estimation for Resource-Constrained Mobile Applications

Johanna Rock, Tiago Azevedo, René de Jong +2

Deep neural networks have shown great success in prediction quality while reliable and robust uncertainty estimation remains a challenge. Predictive uncertainty supplements model p…