Before revision:  We apply CO to a new budgeted variant of the Influence Maximization (IM) semi-bandits with linear generalization of edge weights.
After revision:  We apply CO to a novel budgeted variant of the Influence Maximization (IM) semi-bandits with linear generalization of edge weights.