130 citations · 267 across the 3 of their papers we have counts for
3 papers
Clustering by soft-constraint affinity propagation: Applications to gene-expression data
Michele Leone, Sumedha, Martin Weigt
Motivation: Similarity-measure based clustering is a crucial problem appearing throughout scientific data analysis. Recently, a powerful new algorithm called Affinity Propagation (…
Trading interactions for topology in scale-free networks
C. V. Giuraniuc, J. P. L. Hatchett, J. O. Indekeu +4
Scale-free networks with topology-dependent interactions are studied. It is shown that the universality classes of critical behavior, which conventionally depend only on topology,…
Replica bounds for diluted non-Poissonian spin systems
Silvio Franz, Michele Leone, Fabio Lucio Toninelli
In this paper we extend replica bounds and free energy subadditivity arguments to diluted spin-glass models on graphs with arbitrary, non-Poissonian degree distribution. The new di…