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Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization.
Tianyi Liu
Shiyang Li
Jianping Shi
Enlu Zhou
Tuo Zhao
Published in:
NeurIPS (2018)
Keyphrases
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stochastic optimization
multistage
robust optimization
convex optimization
genetic algorithm
artificial intelligence
objective function
computational complexity
global optimization
learning rate
optimization problems
random variables
multi stream