This special session paper introduces the Horizon Europe NEUROPULS proje...
Despite the major progress of deep models as learning machines, uncertai...
Quantile Regression (QR) provides a way to approximate a single conditio...
In regression tasks, aleatoric uncertainty is commonly addressed by
cons...
Deep Learning is a consolidated, state-of-the-art Machine Learning tool ...