421 citations · 2.4k across the 51 of their papers we have counts for
3 papers · 1 filter
Multitask diffusion adaptation over networks with common latent representations
Jie Chen, Cédric Richard, Ali H. Sayed
Online learning with streaming data in a distributed and collaborative manner can be useful in a wide range of applications. This topic has been receiving considerable attention in…
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…
Multitask Diffusion Adaptation over Networks
Jie Chen, Cédric Richard, Ali. H. Sayed
Adaptive networks are suitable for decentralized inference tasks, e.g., to monitor complex natural phenomena. Recent research works have intensively studied distributed optimizatio…