A Unified Theory of Exact Inference and Learning in Exponential Family Latent Variable Models.
Sacha SokoloskiPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- reinforcement learning
- exponential family
- latent variables
- learning problems
- prior knowledge
- active learning
- supervised learning
- higher order
- generative model
- sample size
- conditional random fields
- closed form
- belief propagation
- learning tasks
- high dimensional
- training set
- log likelihood
- machine learning