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Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization.
Ahmed Khaled
Othmane Sebbouh
Nicolas Loizou
Robert M. Gower
Peter Richtárik
Published in:
CoRR (2020)
Keyphrases
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stochastic gradient
objective function
lower bound
least squares
online learning
machine learning algorithms
global optimization
convergence speed
exponentiated gradient