Low Rank Based Subspace Inference for the Laplace Approximation of Bayesian Neural Networks

Josua Faller, Jörg Martin

Subspace inference for neural networks assumes that a subspace of their parameter space suffices to produce a reliable uncertainty quantification. In this work, we underpin the val…