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TOOL · CL_336060 · Nov 2 · 05:00

New optimization method achieves near-optimal complexity for convex finite-sum problems

Researchers have developed a new optimization method for smooth convex finite-sum problems, achieving a complexity of \tilde{\mathcal{O}}(n + n^{5/7} \epsilon^{-2/7}). This method, a Taylor-corrected lazy Newton approac…