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conference paper
Attaining optimal batch performance via distributed processing over networks
2013
2013 IEEE International Conference on Acoustics, Speech and Signal Processing
This work shows how the combination weights of diffusion strategies for adaptation and learning over networks can be chosen in order for the network mean-square-error performance to match that of an optimized centralized (or batch) solution. The results show that this is possible regardless of the network topology, however sparse it is, as long as the network is connected without disjoint sub-graphs.
Type
conference paper
Authors
Publication date
2013
Publisher
Published in
2013 IEEE International Conference on Acoustics, Speech and Signal Processing
Start page
5214
End page
5218
Peer reviewed
REVIEWED
EPFL units
Event name | Event place | Event date |
Vancouver, BC, Canada | May 26-31, 2013 | |
Available on Infoscience
December 19, 2017
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