Identification of unknown parameters and prediction with hierarchical matrices

Alexander Litvinenko, Ronald Kriemann, Vladimir Berikov

Statistical analysis of massive datasets very often implies expensive linear algebra operations with large dense matrices. Typical tasks are an estimation of unknown parameters of…