The purpose of this paper is to infer a dynamic graph as global (collective) model time-varying measurements at set network nodes. This captures both pairwise well higher order interactions (i.e., more than two nodes) among the motivation work lies in search for connectome which properly brain functionality across all regions brain, and possibly individual neurons. We formulate it an optimizati...