Speaker
Yasser Roudi
(Norwegian University of Science and Technology)
Description
I will describe how interactions in a non-equilibrium Ising
model can be
inferred from observing state samples. We will start by a
short review
of how this could be done for equilibrium systems and then
study how
Dynamical Mean-Field (naive mean field and TAP) theory can
be developed
for a nonequilibrium Sherrington-Kirkpatrick model and
exploited for
inferring the network connectivity. We will also quantify
the error in
inferring the connectivity in the high temperature regime.
