Uncertainty Sets for Image Classifiers using Conformal Prediction

Anastasios Angelopoulos, Stephen Bates, Jitendra Malik +1

Convolutional image classifiers can achieve high predictive accuracy, but quantifying their uncertainty remains an unresolved challenge, hindering their deployment in consequential…