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

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