Shubham Ojha

Ensuring Class-Conditional Coverage for Pathological Workflows (Student Abstract)

Conformal Prediction (CP) is an uncertainty quantification framework that provides prediction sets with a user-specified probability to include the true class in the prediction set. This guarantee on the user-specified probability is known as marginal coverage. Marginal coverage refers to the probab…