n-MeRCI: A new Metric to Evaluate the Correlation Between Predictive Uncertainty and True Error

Michel Moukari, Loïc Simon, Sylvaine Picard +1

As deep learning applications are becoming more and more pervasive in robotics, the question of evaluating the reliability of inferences becomes a central question in the robotics…