The Role of Ambiguity in Error Prediction via Uncertainty Quantification

Ieva Raminta Staliūnaitė, James Bishop, Andreas Vlachos

The task of Error Prediction, namely predicting whether a model output is correct, is commonly tackled with Uncertainty Quantification (UQ). However, while uncertainty metrics capt…