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SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization.
Navjot Singh
Deepesh Data
Jemin George
Suhas N. Diggavi
Published in:
IEEE J. Sel. Areas Inf. Theory (2021)
Keyphrases
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stochastic gradient descent
stochastic gradient
cooperative
step size
optimization algorithm
constrained optimization
computationally expensive
loss function
data sets
least squares
multi agent
lightweight
distributed systems
optimization problems
learning rate
optimization process
support vector
machine learning