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Distributed Networked Multi-task Learning

Published in arXiv (Cornell University) • Oct 4, 2024
NobleIDNI8P24W35R80S54
Authors:
Lingzhou Hong
,
Alfredo García

Abstract

We consider a distributed multi-task learning scheme that accounts for multiple linear model estimation tasks with heterogeneous and/or correlated data streams. We assume that nodes can be partitioned into groups corresponding to different learning tasks and communicate according to a directed netwo...

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