Hitchhiker's guide on Energy-Based Models: a comprehensive review on the relation with other generative models, sampling and statistical physics.
Davide CarbonePublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- markov chain monte carlo
- statistical physics
- bayesian framework
- prior knowledge
- discriminative models
- discriminative learning
- hidden variables
- mixture model
- posterior probability
- discriminative methods
- parameter estimation
- conditional random fields
- pairwise
- model selection
- em algorithm
- expectation maximization
- higher order
- semi supervised
- information extraction