Extracting Explanations, Justification, and Uncertainty from Black-Box Deep Neural Networks

Paul Ardis, Arjuna Flenner

Deep Neural Networks (DNNs) do not inherently compute or exhibit empirically-justified task confidence. In mission critical applications, it is important to both understand associa…