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What does SAGA stand for in optimization solvers?

If SAG stands for Stochastic Average Gradient what does SAGA stand for?

From Sklearn (https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html)

From lightning (http://contrib.scikit-learn.org/lightning/)

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Student Avatar asked Aug 31 '25 17:08

Student


1 Answers

SAGA stands for Stochastic Average Gradient Accelerated Method. Reference: https://oneapi-src.github.io/oneDAL/daal/algorithms/optimization-solvers/solvers/stochastic-average-gradient-accelerated-method.html#:~:text=The%20Stochastic%20Average%20Gradient%20Accelerated,the%20batch%20size%20b%3D1.

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Ahmad Dawood Avatar answered Sep 03 '25 12:09

Ahmad Dawood