An optimal algorithm for stochastic strongly-convex optimization

Details An optimal algorithm for stochastic strongly-convex optimization An optimal algorithm for stochastic strongly-convex optimization

2010-06-12

arxiv.org/abs/1006.2425v1

Mathematics

Optimization and Control

Scientific paper

We consider stochastic convex optimization with a strongly convex (but not
necessarily smooth) objective. We give an algorithm which performs only
gradient updates with optimal rate of convergence.

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