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Toward Deeper Understanding of Nonconvex Stochastic Optimization with Momentum using Diffusion Approximations.
Tianyi Liu
Zhehui Chen
Enlu Zhou
Tuo Zhao
Published in:
CoRR (2018)
Keyphrases
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stochastic optimization
deeper understanding
diffusion approximations
heavy traffic
queueing networks
multistage
asymptotically optimal
steady state
convex optimization
long run
optimization problems
objective function
arrival rate
queue length
neural network
call center
single server
robust optimization