Stochastic Lanczos Quadrature for Computational Uncertainty in Linear Algebra

Hassan Fifen, Issa Karambal, Philipp Hennig

Applying a matrix function to a vector is a common operation in large-scale scientific computing, such as Bayesian inference. When the matrix is symmetric positive definite and the…