most citedVariational perturbation and extended Plefka approaches to dynamics on random networks: the case of the kinetic Ising model

12 citations · 23 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.dis-nn2017★ 11 cited

A statistical physics approach to learning curves for the Inverse Ising problem

Ludovica Bachschmid-Romano, Manfred Opper

Using methods of statistical physics, we analyse the error of learning couplings in large Ising models from independent data (the inverse Ising problem). We concentrate on learning…

cond-mat.dis-nn2016★ 12 cited

Variational perturbation and extended Plefka approaches to dynamics on random networks: the case of the kinetic Ising model

Ludovica Bachschmid-Romano, Claudia Battistin, Manfred Opper +1

We describe and analyze some novel approaches for studying the dynamics of Ising spin glass models. We first briefly consider the variational approach based on minimizing the Kullb…