LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks

Dominik J. Mühlematter, Michelle Halbheer, Alexander Becker +4

Numerous real-world decisions rely on machine learning algorithms and require calibrated uncertainty estimates. However, modern methods often yield overconfident, uncalibrated pred…