Energy-Based Models

This chapter contains sections titled: Introduction, Energy-Based Training: Architecture and Loss Function, Simple Architectures, Latent Variable Architectures, Analysis of Loss Functions for Energy-Based Models, Efficient Inference: Nonprobabilistic Factor Graphs, EBMs for Sequence Labeling and Structured Outputs, Conclusion