Leveraging Uncertainty in Deep Learning for Selective Classification

no code implementations • 23 May 2019 • Mehmet Yigit Yildirim, Mert Ozer, Hasan Davulcu

The wide and rapid adoption of deep learning by practitioners brought unintended consequences in many situations such as in the infamous case of Google Photos' racist image recognition algorithm; thus, necessitated the utilization of the quantified uncertainty for each prediction.

Classification Decision Making +2