ENTITY Yuichi Kondo

Yuichi Kondo

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TOOL · CL_174232 · Jul 31 · 04:00

New analysis shows increasing batch size accelerates SGDM convergence

Researchers have developed a novel Lyapunov-based analysis to understand the convergence of stochastic gradient descent with momentum (SGDM). Their work reveals that increasing batch sizes, particularly when paired with…