Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization

Filip de Roos, Philipp Hennig

Abstract: Pre-conditioning is a well-known concept that can significantly improve the convergence of optimization algorithms. For noise-free problems, where good pre-conditioners are not known a priori, iter...