Computer scienceData scienceMachine learningIntroduction to deep learningOptimizers

Gradient descent with momentum

Significance of the momentum term

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What is the significance of the momentum term in gradient descent with momentum?

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It determines the size of optimization steps.

It controls the learning rate.

It helps the algorithm escape local minima and accelerates convergence.

It reduces the speed of convergence.

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