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20242026
most citedOn Regularization via Early Stopping for Least Squares Regression

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cs.DS2025

Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems

Michał Dereziński, Daniel LeJeune, Deanna Needell +1

Despite being a key bottleneck in many machine learning tasks, the cost of solving large linear systems has proven challenging to quantify due to problem-dependent quantities such…