145 citations · 355 across the 5 of their papers we have counts for
5 papers
From principal component to direct coupling analysis of coevolution in proteins: Low-eigenvalue modes are needed for structure prediction
Simona Cocco, Remi Monasson, Martin Weigt
Various approaches have explored the covariation of residues in multiple-sequence alignments of homologous proteins to extract functional and structural information. Among those ar…
Unsupervised and semi-supervised clustering by message passing: Soft-constraint affinity propagation
Michele Leone, Sumedha, Martin Weigt
Soft-constraint affinity propagation (SCAP) is a new statistical-physics based clustering technique. First we give the derivation of a simplified version of the algorithm and discu…
A variational description of the ground state structure in random satisfiability problems
Giulio Biroli, Remi Monasson, Martin Weigt
A variational approach to finite connectivity spin-glass-like models is developed and applied to describe the structure of optimal solutions in random satisfiability problems. Our…
Replica structure of one--dimensional Ising models
M. Weigt, R. Monasson
We analyse the eigenvalue structure of the replicated transfer matrix of one-dimensional disordered Ising models. In the limit of replicas, an infinite sequence o…
Multifractal Analysis of the Coupling Space of Feed-Forward Neural Networks
A. Engel, M. Weigt
Random input patterns induce a partition of the coupling space of feed-forward neural networks into different cells according to the generated output sequence. For the perceptron t…