421 citations · 2.4k across the 51 of their papers we have counts for
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cs.MA2016★ 68 cited
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints
Roula Nassif, Cédric Richard, André Ferrari +1
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…
cs.PF2016★ 42 cited
Transient performance analysis of zero-attracting LMS
Jie Chen, Cedric Richard, Yingying Song +1
Zero-attracting least-mean-square (ZA-LMS) algorithm has been widely used for online sparse system identification. It combines the LMS framework and -norm regularization to…