activity
20142023
most citedMultitask learning over graphs: An Approach for Distributed, Streaming Machine Learning

98 citations · 343 across the 12 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.MA2018

Learning over Multitask Graphs -- Part II: Performance Analysis

Roula Nassif, Stefan Vlaski, Cedric Richard +1

Part I of this paper formulated a multitask optimization problem where agents in the network have individual objectives to meet, or individual parameter vectors to estimate, subjec…

cs.MA2018

Learning over Multitask Graphs -- Part I: Stability Analysis

Roula Nassif, Stefan Vlaski, Cedric Richard +1

This paper formulates a multitask optimization problem where agents in the network have individual objectives to meet, or individual parameter vectors to estimate, subject to a smo…