4 citations · 5 across the 11 of their papers we have counts for
4 papers · 1 filter
Self-aware Social Learning over Graphs
Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski +1
In this paper we study the problem of social learning under multiple true hypotheses and self-interested agents which exchange information over a graph. In this setup, each agent r…
Adaptive Social Learning
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
This work proposes a novel strategy for social learning by introducing the critical feature of adaptation. In social learning, several distributed agents update continually their b…
Learning Graph Influence from Social Interactions
Vincenzo Matta, Virginia Bordignon, Augusto Santos +1
In social learning, agents form their opinions or beliefs about certain hypotheses by exchanging local information. This work considers the recent paradigm of weak graphs, where th…
Interplay between Topology and Social Learning over Weak Graphs
Vincenzo Matta, Virginia Bordignon, Augusto Santos +1
We consider a social learning problem, where a network of agents is interested in selecting one among a finite number of hypotheses. We focus on weakly-connected graphs where the n…