Networks, FlowsCovers the definition of flow in a network and flow calculation.
Max Sum DiversificationExplores maximizing diversity in document selection, graph clique determination, theorems on negative type, and convex optimization.
Belief Propagation on GraphsExplores belief propagation on graphs, emphasizing normalization, recursive relations, and iterative computation of the partition function.