1.6k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Politecnico di TorinoIT83 papers
- Collegio Carlo AlbertoIT36 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT27 papers
- Sapienza University of RomeIT21 papers
- Centre National de la Recherche ScientifiqueFR19 papers
- Istituto di NanotecnologiaIT19 papers
- National Research CouncilLK16 papers
- Sorbonne UniversitéFR14 papers
- Biologie Computationnelle, Quantitative et SynthétiqueFR12 papers
- École Normale Supérieure - PSLFR10 papers
- Institut de Biologie Paris-SeineFR9 papers
- Istituto Nazionale di Fisica NucleareIT9 papers
10 papers · 1 filter
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…
On the performance of a cavity method based algorithm for the Prize-Collecting Steiner Tree Problem on graphs
Indaco Biazzo, Alfredo Braunstein, Riccardo Zecchina
We study the behavior of an algorithm derived from the cavity method for the Prize-Collecting Steiner Tree (PCST) problem on graphs. The algorithm is based on the zero temperature…
Theory and learning protocols for the material tempotron model
Carlo Baldassi, Alfredo Braunstein, Riccardo Zecchina
Neural networks are able to extract information from the timing of spikes. Here we provide new results on the behavior of the simplest neuronal model which is able to decode inform…
Perturbation Biology: inferring signaling networks in cellular systems
Evan J. Molinelli, Anil Korkut, Weiqing Wang +13
We present a new experimental-computational technology of inferring network models that predict the response of cells to perturbations and that may be useful in the design of combi…
Nonequilibrium dynamics of an exactly solvable Ising-like model and protein translocation
A. Pelizzola, M. Zamparo
Using an Ising-like model of protein mechanical unfolding, we introduce a diffusive dynamics on its exactly known free energy profile, reducing the nonequilibrium dynamics of the m…
Variational approximations for stationary states of Ising-like models
Alessandro Pelizzola
We introduce a new variational approach to the stationary state of kinetic Ising-like models. The approach is based on the cluster expansion of the entropy term appearing in a func…
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…
Option pricing with non-Gaussian scaling and infinite-state switching volatility
Fulvio Baldovin, Massimiliano Caporin, Michele Caraglio +2
Volatility clustering, long-range dependence, and non-Gaussian scaling are stylized facts of financial assets dynamics. They are ignored in the Black & Scholes framework, but have…
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…
Scaling symmetry, renormalization, and time series modeling
Marco Zamparo, Fulvio Baldovin, Michele Caraglio +1
We present and discuss a stochastic model of financial assets dynamics based on the idea of an inverse renormalization group strategy. With this strategy we construct the multivari…