Probabilistic Modeling with Network Representations
Tomaso Aste · Cambridge University Press eBooks · 2025
Centered on the fusion of probabilistic modeling and network representations, this chapter introduces an information-theoretic lens for network learning. It illuminates probability decomposition, clique tree inference structures, and network representation learning, offering insights into probabilistic modeling of intricate relationships in complex systems.