378 citations · 576 across the 50 of their papers we have counts for
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The asymptotical error of broadcast gossip averaging algorithms
Paolo Frasca, Fabio Fagnani
In problems of estimation and control which involve a network, efficient distributed computation of averages is a key issue. This paper presents theoretical and simulation results…
Opinion fluctuations and disagreement in social networks
Daron Acemoglu, Giacomo Como, Fabio Fagnani +1
We study a tractable opinion dynamics model that generates long-run disagreements and persistent opinion fluctuations. Our model involves an inhomogeneous stochastic gossip process…
Broadcast gossip averaging algorithms: interference and asymptotical error in large networks
Paolo Frasca, Fabio Fagnani
In this paper we study two related iterative randomized algorithms for distributed computation of averages. The first one is the recently proposed Broadcast Gossip Algorithm, in wh…
Scaling limits for continuous opinion dynamics systems
Giacomo Como, Fabio Fagnani
Scaling limits are analyzed for stochastic continuous opinion dynamics systems, also known as gossip models. In such models, agents update their vector-valued opinion to a convex c…
Deconvolution of linear systems with quantized input: an information theoretic viewpoint
Fabio Fagnani, Sophie Fosson
In spite of the huge literature on deconvolution problems, very little is done for hybrid contexts where signals are quantized. In this paper we undertake an information theoretic…