Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection

Haleh Akrami, Anand Joshi, Sergul Aydore +1

Despite impressive state-of-the-art performance on a wide variety of machine learning tasks, deep learning methods can produce over-confident predictions, particularly with limited…