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Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates
Recent works have shown that stochastic gradient descent (SGD) achieves the fast convergence rates of full-batch gradient descent for …
Sharan Vaswani
,
Aaron Mishkin
,
Issam H. Laradji
,
Mark Schmidt
,
Gauthier Gidel
,
Simon Lacoste-Julien
Conference on Neural Information Processing Systems (NeurIPS), 2019.
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