Exponential Reduction in Sample Complexity with
               Learning of Ising Model Dynamics

             Arkopal Dutt 1 Andrey Y. Lokhov 2 Marc Vuffray 2 Sidhant Misra 2

             Abstract               measurements and experiments. As these samples are time-
    The usual setting for learning the structure and    consuming or costly to produce, it is not surprising that
    parameters of a graphical model assumes the avail-   efficient GM learning methods play an important role in
     ...