Towards Practical Large-scale Randomized Iterative Least Squares Solvers through Uncertainty Quantification

Nathaniel Pritchard, Vivak Patel

As the scale of problems and data used for experimental design, signal processing and data assimilation grow, the oft-occuring least squares subproblems are correspondingly growing…