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Following the Correct Direction: Renovating Sparsified SGD Towards Global Optimization in Distributed Edge Learning.
Wanyi Ning
Haifeng Sun
Xiaoyuan Fu
Xiang Yang
Qi Qi
Jingyu Wang
Jianxin Liao
Zhu Han
Published in:
IEEE J. Sel. Areas Commun. (2022)
Keyphrases
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global optimization
learning algorithm
online learning
image completion
learning process
particle swarm optimization
pso algorithm
neural network
active learning
dynamic programming
multi objective
distributed systems
unsupervised learning
search capabilities
global solution
stochastic gradient descent