Title
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints.
Abstract
We consider distributed multitask learning problems over a network of agents where each agent is interested in estimating its own parameter vector, also called task, and where the tasks at neighboring agents are related according to a set of linear equality constraints. Each agent possesses its own convex cost function of its parameter vector and a set of linear equality constraints involving its ...
Year
DOI
Venue
2017
10.1109/TSP.2017.2721930
IEEE Transactions on Signal Processing
Keywords
DocType
Volume
Estimation,Signal processing algorithms,Noise measurement,Network topology,Cost function,Prediction algorithms
Journal
65
Issue
ISSN
Citations 
19
1053-587X
12
PageRank 
References 
Authors
0.57
30
4
Name
Order
Citations
PageRank
Roula Nassif1576.89
C. Richard2483.47
André Ferrari3322.79
Ali H. Sayed4373.27