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Theoremadvanced

Convergence of gradient descent for smooth convex functions

Also called O(1/k) rate for gradient descent.

With step 1/L, f(x_k) - f* is at most O(1/k) for L-smooth convex f.

With step 1/L, f(x_k) - f* is at most O(1/k) for L-smooth convex f.

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