Optimality of Sub-network Laplace Approximations: New Results and Methods
arXiv:2605.09075v1 Announce Type: cross
Abstract: Although the Laplace approximation offers a simple route to uncertainty quantification in deep neural networks, its reliance on inverting large Hessian matrices has motivated a range of computationally…