Dual Neural Network Architecture for Determining Epistemic and Aleatoric Uncertainties

Augustin Prado, Ravinath Kausik, Lalitha Venkataramanan

Deep learning techniques have been shown to be extremely effective for various classification and regression problems, but quantifying the uncertainty of their predictions and sepa…