Unbiased Least Squares Regression via Averaged Stochastic Gradient Descent
Published Online:14 Nov 2025https://doi.org/10.1287/moor.2024.0660
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- Received:August 30, 2024
- Accepted:October 06, 2025
- Published Online:November 14, 2025
Copyright © 2025, INFORMS
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Nabil Kahalé (2025) Unbiased Least Squares Regression via Averaged Stochastic Gradient Descent. Mathematics of Operations Research 0(0).
https://doi.org/10.1287/moor.2024.0660
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The author thanks Francis Bach and Aaron Sidford for valuable discussions, and the Associate Editor as well as the three anonymous referees for their insightful comments and suggestions, which have improved the quality of the paper.
