A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification

Aria Khoshsirat

Quantifying uncertainty in a model's predictions is important as it enables the safety of an AI system to be increased by acting on the model's output in an informed manner. This i…