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Bounding the expected run-time of nonconvex optimization with early stopping.
Thomas Flynn
Kwangmin Yu
Abid Malik
Nicholas D'Imperio
Shinjae Yoo
Published in:
CoRR (2020)
Keyphrases
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early stopping
optimization problems
global optimization
optimization algorithm
stochastic gradient descent
machine learning
objective function
evolutionary algorithm
upper bound