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Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.
Xianghui Mao
Kun Yuan
Yubin Hu
Yuantao Gu
Ali H. Sayed
Wotao Yin
Published in:
IEEE Trans. Signal Process. (2020)
Keyphrases
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random walk
dynamic programming
transition probability matrix
optimal solution
random walker
k means
learning algorithm
maximum likelihood
spectral methods
markov chain
peer to peer
objective function
expectation maximization
graph cuts
np hard
search space
hyper graph
multi agent systems