The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms

Lorena Qendro, Jagmohan Chauhan, Alberto Gil C. P. Ramos +1

Neural networks (NNs) lack measures of "reliability" estimation that would enable reasoning over their predictions. Despite the vital importance, especially in areas of human well-…