A semi-randomized Kaczmarz method with simple random sampling for large-scale linear systems
Yutong Jiang, Gang Wu, Long Jiang
Topics & Concepts
MathematicsRandomized algorithmMatrix (chemical analysis)Linear systemRow and column spacesNumerical linear algebraAlgorithmRowComputer scienceMathematical analysisMaterials scienceComposite materialDatabaseStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesComplexity and Algorithms in Graphs