Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations.

Debraj Basu Deepesh Data Can Karakus Suhas N. Diggavi

Published in: CoRR (2019)

Keyphrases

stochastic gradient descent
least squares
distributed systems
cooperative
step size
distributed environment
multi agent
peer to peer
support vector machine
computer networks
fault tolerant
distributed data
quantization error
lightweight
computational complexity
communication cost
machine learning
svm solvers