List of works - Alfredo Braunstein

A Prize-Collecting Steiner Tree Approach for Transduction Network Inference

A rigorous analysis of the cavity equations for the minimum spanning tree

Aligning graphs and finding substructures by a cavity approach

An analytic approximation of the feasible space of metabolic networks ⬇️

scientific article

Bayesian inference of epidemics on networks via belief propagation

scientific article published on 17 March 2014

Complexity transitions in global algorithms for sparse linear systems over finite fields

Containing Epidemic Outbreaks by Message-Passing Techniques

scientific article published in 2014

Efficient LDPC codes over GF(q) for lossy data compression

Efficient data compression from statistical physics of codes over finite fields.

scientific article

Efficient supervised learning in networks with binary synapses

scholarly article

Encoding for the Blackwell Channel with Reinforced Belief Propagation

Estimating the size of the solution space of metabolic networks.

scientific article

Finding undetected protein associations in cell signaling by belief propagation

scientific article

Gene-network inference by message passing

Inference algorithms for gene networks: a statistical mechanics analysis

article

Inference and learning in sparse systems with multiple states

scientific article published on 19 May 2011

Inference of causality in epidemics on temporal contact networks

scientific article published on 10 June 2016

Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach

scientific article

Large deviations of cascade processes on graphs

scientific article published on 11 June 2013

Learning by message passing in networks of discrete synapses

scientific article published on 25 January 2006

Network dismantling. ⬇️

scientific article published on 18 October 2016

Optimizing spread dynamics on graphs by message passing

Performance of a cavity-method-based algorithm for the prize-collecting Steiner tree problem on graphs ⬇️

scientific article published on August 13, 2012

Perturbation biology: inferring signaling networks in cellular systems

scientific article (publication date: 2013)

Simultaneous Reconstruction of Multiple Signaling Pathways via the Prize-Collecting Steiner Forest Problem

article published in 2012

Simultaneous reconstruction of multiple signaling pathways via the prize-collecting steiner forest problem

scientific article published on February 2013

Source coding by efficient selection of ground-state clusters

scientific article published on 18 July 2005

Statics and Dynamics of Selfish Interactions in Distributed Service Systems ⬇️

scientific article published on 15 July 2015

Statistical Physics and Network Optimization Problems

Statistical mechanics of budget-constrained auctions

article by F Altarelli et al published 1 July 2009 in Journal of Statistical Mechanics: Theory and Experiment

Statistical mechanics of steiner trees

scientific article published on 18 July 2008

Stochastic matching problem.

scientific article

Stochastic optimization by message passing

Stochastic optimization of service provision with selfish users

Survey propagation as local equilibrium equations

article published in 2004

Survey propagation: An algorithm for satisfiability

scholarly article by Alfredo Braunstein et al published 2005 in Random Structures and Algorithms

List of works by Alfredo Braunstein

A Prize-Collecting Steiner Tree Approach for Transduction Network Inference

A rigorous analysis of the cavity equations for the minimum spanning tree

Aligning graphs and finding substructures by a cavity approach

An analytic approximation of the feasible space of metabolic networks ⬇️

Bayesian inference of epidemics on networks via belief propagation

Complexity transitions in global algorithms for sparse linear systems over finite fields

Containing Epidemic Outbreaks by Message-Passing Techniques

Efficient LDPC codes over GF(q) for lossy data compression

Efficient data compression from statistical physics of codes over finite fields.

Efficient supervised learning in networks with binary synapses

Encoding for the Blackwell Channel with Reinforced Belief Propagation

Estimating the size of the solution space of metabolic networks.

Finding undetected protein associations in cell signaling by belief propagation

Gene-network inference by message passing

Inference algorithms for gene networks: a statistical mechanics analysis

Inference and learning in sparse systems with multiple states

Inference of causality in epidemics on temporal contact networks

Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach

Large deviations of cascade processes on graphs

Learning by message passing in networks of discrete synapses

Network dismantling. ⬇️

Optimizing spread dynamics on graphs by message passing

Performance of a cavity-method-based algorithm for the prize-collecting Steiner tree problem on graphs ⬇️

Perturbation biology: inferring signaling networks in cellular systems

Simultaneous Reconstruction of Multiple Signaling Pathways via the Prize-Collecting Steiner Forest Problem

Simultaneous reconstruction of multiple signaling pathways via the prize-collecting steiner forest problem

Source coding by efficient selection of ground-state clusters

Statics and Dynamics of Selfish Interactions in Distributed Service Systems ⬇️

Statistical Physics and Network Optimization Problems

Statistical mechanics of budget-constrained auctions

Statistical mechanics of steiner trees

Stochastic matching problem.

Stochastic optimization by message passing

Stochastic optimization of service provision with selfish users

Survey propagation as local equilibrium equations

Survey propagation: An algorithm for satisfiability

The Edge-Disjoint Path Problem on Random Graphs by Message-Passing ⬇️

The patient-zero problem with noisy observations ⬇️

The space of feasible solutions in metabolic networks

Theory and learning protocols for the material tempotron model