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Balancing Rates and Variance via Adaptive Batch-Size for Stochastic Optimization Problems.
Zhan Gao
Alec Koppel
Alejandro Ribeiro
Published in:
IEEE Trans. Signal Process. (2022)
Keyphrases
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stochastic optimization problems
batch size
random variables
batch mode
optimization problems
poisson process
batch processing
control policies
decision making
probabilistic model
upper bound
standard deviation
single item