Conformal Prediction for Long-Tailed Classification

Tiffany Ding, Jean-Baptiste Fermanian, Joseph Salmon

Many real-world classification problems, such as plant identification, have extremely long-tailed class distributions. In order for prediction sets to be useful in such settings, t…