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cond-mat.dis-nn2011★ 16 cited
Effect of coupling asymmetry on mean-field solutions of direct and inverse Sherrington-Kirkpatrick model
Jason Sakellariou, Yasser Roudi, Marc Mezard +1
We study how the degree of symmetry in the couplings influences the performance of three mean field methods used for solving the direct and inverse problems for generalized Sherrin…
cond-mat.dis-nn2011★ 21 cited
Exact mean field inference in asymmetric kinetic Ising systems
M. Mezard, J. Sakellariou
We develop an elementary mean field approach for fully asymmetric kinetic Ising models, which can be applied to a single instance of the problem. In the case of the asymmetric SK m…