226 citations · 649 across the 15 of their papers we have counts for
4 papers · 1 filter
Stochastic Optimization of Service Provision with Selfish Users
F. Altarelli, A. Braunstein, C. F. Chiasserini +4
We develop a computationally efficient technique to solve a fairly general distributed service provision problem with selfish users and imperfect information. In particular, in a c…
Containing epidemic outbreaks by message-passing techniques
F. Altarelli, A. Braunstein, L. Dall'Asta +2
The problem of targeted network immunization can be defined as the one of finding a subset of nodes in a network to immunize or vaccinate in order to minimize a tradeoff between th…
Bayesian inference of epidemics on networks via Belief Propagation
Fabrizio Altarelli, Alfredo Braunstein, Luca Dall'Asta +2
We study several bayesian inference problems for irreversible stochastic epidemic models on networks from a statistical physics viewpoint. We derive equations which allow to accura…
Large deviations of cascade processes on graphs
F. Altarelli, A. Braunstein, L. Dall'Asta +1
Simple models of irreversible dynamical processes such as Bootstrap Percolation have been successfully applied to describe cascade processes in a large variety of different context…