Boltzmann Machine

Simplified Boltzmann Machine with bipartite structure.

Probabilistic graphical model for structured prediction.

Probabilistic model for sequential data with latent states.

Graphical model expressing factorization of a probability distribution.

GNN using attention to weight neighbor contributions dynamically.

Graphs containing multiple node or edge types with different semantics.

Structured graph encoding facts as entity–relation–entity triples.

Models that define an energy landscape rather than explicit probabilities.