Beyond Accuracy: Reliability and Uncertainty Estimation in Convolutional Neural Networks

Sanne Ruijs, Alina Kosiakova, Farrukh Javed

Deep neural networks (DNNs) have become integral to a wide range of scientific and practical applications due to their flexibility and strong predictive performance. Despite their…