222 citations · 889 across the 15 of their papers we have counts for
4 papers · 1 filter
Inference algorithms for gene networks: a statistical mechanics analysis
A. Braunstein, A. Pagnani, M. Weigt +1
The inference of gene regulatory networks from high throughput gene expression data is one of the major challenges in systems biology. This paper aims at analysing and comparing tw…
Gene-network inference by message passing
A. Braunstein, A. Pagnani, M. Weigt +1
The inference of gene-regulatory processes from gene-expression data belongs to the major challenges of computational systems biology. Here we address the problem from a statistica…
On the exactness of the cavity method for Weighted b-Matchings on Arbitrary Graphs and its Relation to Linear Programs
M. Bayati, C. Borgs, J. Chayes +1
We consider the general problem of finding the minimum weight b-matching on arbitrary graphs. We prove that, whenever the linear programming relaxation of the problem has no fracti…
Entropy landscape and non-Gibbs solutions in constraint satisfaction problems
L. Dall'Asta, A. Ramezanpour, R. Zecchina
We study the entropy landscape of solutions for the bicoloring problem in random graphs, a representative difficult constraint satisfaction problem. Our goal is to classify which t…