EfficientSign-BasedOptimization: Accelerating ConvergenceviaVarianceReduction
–Neural Information Processing Systems
It has been proved that the SGD method can obtain a convergence rate of O(T 1/4) [Ghadimi and Lan, 2013], whereT is the iteration number.
Neural Information Processing Systems
Feb-11-2026, 11:56:49 GMT
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- Research Report (0.46)
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