On Quantile Randomized Kaczmarz for Linear Systems with Time-Varying Noise and Corruption

Nestor Coria, Jamie Haddock, Jaime Pacheco

Large-scale systems of linear equations arise in machine learning, medical imaging, sensor networks, and in many areas of data science. When the scale of the systems are extreme, i…