LocallyValidandDiscriminativePredictionIntervals forDeepLearningModels

Neural Information Processing Systems 

While deep learning (DL) models have demonstrated impressive performance over a range of complicated tasksanddatamodalities, ithasremained difficulttoquantify theuncertainty fortheir predictions.

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