Calibrating Deep Neural Networks using Explicit Regularisation and Dynamic Data Pruning

Ramya Hebbalaguppe, Rishabh Patra, Tirtharaj Dash +2

Deep neural networks (DNN) are prone to miscalibrated predictions, often exhibiting a mismatch between the predicted output and the associated confidence scores. Contemporary model…