most citedAccelerated Gradient Descent via Long Steps

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math.OC2023★ 1 cited

Accelerated Gradient Descent via Long Steps

Benjamin Grimmer, Kevin Shu, Alex L. Wang

Recently Grimmer [1] showed for smooth convex optimization by utilizing longer steps periodically, gradient descent's textbook convergence guarantees can be improved by c…