Energy-Based Model

Intermediate

Models that define an energy landscape rather than explicit probabilities.

Full Definition

Models that define an energy landscape rather than explicit probabilities.

Keywords

energy function

Domains

Model Architectures

Related Terms

Boltzmann Machine related to

Probabilistic energy-based neural network with hidden variables.

 Restricted Boltzmann Machine related to

Simplified Boltzmann Machine with bipartite structure.

 Conditional Random Field related to

Probabilistic graphical model for structured prediction.

 Hidden Markov Model related to

Probabilistic model for sequential data with latent states.

 Graph Convolution related to

Extension of convolution to graph domains using adjacency structure.

 Graph Attention Network related to

GNN using attention to weight neighbor contributions dynamically.

 Heterogeneous Graph related to

Graphs containing multiple node or edge types with different semantics.

 Knowledge Graph related to

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

Concept Map

See how Energy-Based Model connects to other concepts.

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