Combining Ensembles and Data Augmentation can Harm your Calibration

Yeming Wen, Ghassen Jerfel, Rafael Muller +4

Ensemble methods which average over multiple neural network predictions are a simple approach to improve a model's calibration and robustness. Similarly, data augmentation techniqu…