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SGD and Hogwild! Convergence Without the Bounded Gradients Assumption.
Lam M. Nguyen
Phuong Ha Nguyen
Marten van Dijk
Peter Richtárik
Katya Scheinberg
Martin Takác
Published in:
CoRR (2018)
Keyphrases
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convergence rate
faster convergence
stochastic gradient descent
convergence analysis
stochastic approximation
real time
learning algorithm
decision trees
missing data
iterative algorithms
update rule
convergence theorem