Epistemic Uncertainty Quantification For Pre-trained Neural Network

Hanjing Wang, Qiang Ji

Epistemic uncertainty quantification (UQ) identifies where models lack knowledge. Traditional UQ methods, often based on Bayesian neural networks, are not suitable for pre-trained…