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2025 ALT ALT 2025

Error dynamics of mini-batch gradient descent with random reshuffling for least squares regression

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Jackie Lok, Rishi Sonthalia, Elizaveta Rebrova

Topics

Machine Learning > Core Methods > Regression Mathematics & Optimization > Optimization > Continuous Optimization Mathematics & Optimization > Optimization > Stochastic Methods

Keywords

least squares regression random reshuffling step size mini-batch gradient descent shrinkage sample cross-covariance matrix
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