Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks

Abhishek Singh Sambyal, Narayanan C. Krishnan, Deepti R. Bathula

In safety-critical applications like medical diagnosis, certainty associated with a model's prediction is just as important as its accuracy. Consequently, uncertainty estimation an…