Reconstruction of Causal Networks by Set Covering

Nick Fyson, Tijl De Bie, Nello Cristianini

We present a method for the reconstruction of networks, based on the order of nodes visited by a stochastic branching process. Our algorithm reconstructs a network of minimal size…