Belief-Propagation and replicas for inference and learning in a kinetic Ising model with hidden spins

Claudia Battistin, John Hertz, Joanna Tyrcha +1

We propose a new algorithm for inferring the state of hidden spins and reconstructing the connections in a synchronous kinetic Ising model, given the observed history. Focusing on…