Quantifying the Uncertainty of Foundation Models with Singular Value Ensembles

Mehmet Ozgur Turkoglu, Dominik J. Mühlematter, Alexander Becker +2

Foundation models have become a dominant paradigm in machine learning, achieving remarkable performance across diverse tasks through large-scale pretraining. However, they often yi…