SGD with greedy step size on smooth quadratics in the interpolation regime attains O(1/t^{3/4}) last-iterate convergence.
The stability-plasticity dilemma: Investigating the continuum from catastrophic forgetting to age-limited learning effects, 2013
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Last-Iterate Convergence of Randomized Kaczmarz and SGD with Greedy Step Size
SGD with greedy step size on smooth quadratics in the interpolation regime attains O(1/t^{3/4}) last-iterate convergence.