51 citations · 102 across the 15 of their papers we have counts for
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math.OC2023★ 13 cited
Robust Online Learning over Networks
Nicola Bastianello, Diego Deplano, Mauro Franceschelli +1
The recent deployment of multi-agent networks has enabled the distributed solution of learning problems, where agents cooperate to train a global model without sharing their local,…
eess.SY2023★ 11 cited
Novel Stability Conditions for Nonlinear Monotone Systems and Consensus in Multi-Agent Networks
Diego Deplano, Mauro Franceschelli, Alessandro Giua
In this work, we characterize a class of nonlinear monotone dynamical systems that have a certain translation invariance property which goes by the name of plus-homogeneity; usuall…