The Method of Ellipcenters matches the convergence rate of gradient descent with exact line search for strongly convex functions with Lipschitz continuous gradients, with further per-step gains when the two gradients are linearly independent.
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The Method of Ellipcenters for Strongly Convex Functions
The Method of Ellipcenters matches the convergence rate of gradient descent with exact line search for strongly convex functions with Lipschitz continuous gradients, with further per-step gains when the two gradients are linearly independent.