Speaker
HongLi Zeng
(Aalto University)
Description
In the presentation, I will focus on the reconstruction of the
network structure based on the synthetic data produced by
asynchronously update Ising model. The inferred structure
can be obtained by three different approaches: naive mean
field (nMF) approximation, Thouless-Anderson-Palmer (TAP)
approximation and an exact learning method. I will explain
these approaches briefly for asynchronous case and give a
primary conclusion of the application ability of these
methods.
