Search Results for author: Diego Deplano

Found 2 papers, 0 papers with code

Robust Online Learning over Networks

no code implementations1 Sep 2023 Nicola Bastianello, Diego Deplano, Mauro Franceschelli, Karl H. Johansson

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, private data.

Novel Stability Conditions for Nonlinear Monotone Systems and Consensus in Multi-Agent Networks

no code implementations12 Jan 2023 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; usually called "topical" systems.

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