Filip Roos

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

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, iterative linear algebra methods offer one way to efficiently construct them. For the stochastic optimizati…