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David A. R. Robin

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#machine learning Preprint Sep 2026

Precise Convergence Speed of Clipped SGD

A tightened convergence analysis of clipped gradient descent on $(L_0, L_1)-smooth functions, with quantitative constants, is presented, with quantitative constants matching the more traditional analysis of smooth functions.

David A. R. Robin · 0 citations

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