Accelerating Ensemble Error Bar Prediction with Single Models Fits

Vidit Agrawal, Shixin Zhang, Lane E. Schultz +1

Ensemble models can be used to estimate prediction uncertainties in machine learning models. However, an ensemble of N models is approximately N times more computationally demandin…