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Qsparse-Local-SGD: Distributed SGD With Quantization, Sparsification, and Local Computations.
Debraj Basu
Deepesh Data
Can Karakus
Suhas N. Diggavi
Published in:
IEEE J. Sel. Areas Inf. Theory (2020)
Keyphrases
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stochastic gradient descent
least squares
distributed systems
cooperative
peer to peer
distributed environment
multi agent
step size
neural network
loss function
matrix factorization
data sets
image processing
support vector machine
random forests