SGD with greedy step size on smooth quadratics in the interpolation regime attains O(1/t^{3/4}) last-iterate convergence.
Revisiting the last-iterate convergence of stochastic gradient methods
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.