Gaussian Process Latent Random Field.
Guoqiang ZhongWu-Jun LiDit-Yan YeungXinwen HouCheng-Lin LiuPublished in: AAAI (2010)
Keyphrases
- gaussian process
- random fields
- latent variables
- probabilistic model
- latent space
- gaussian processes
- conditional random fields
- gaussian process regression
- parameter estimation
- markov random field
- approximate inference
- non stationary
- posterior distribution
- model selection
- maximum entropy
- bayesian framework
- gaussian process models
- autoregressive
- random variables
- generative model
- prior knowledge
- regression model
- graphical models
- topic models
- semi supervised
- bayesian networks
- computer vision
- bayesian inference
- expectation maximization
- pairwise