Laplace Inference for Multi-fidelity Gaussian Process Classification.
Nikita KlyuchnikovEvgeny BurnaevPublished in: CoRR (2018)
Keyphrases
- gaussian process classification
- expectation propagation
- bayesian inference
- gaussian process
- density estimation
- variational bayes
- approximate inference
- bayesian methods
- posterior distribution
- dynamic bayesian networks
- prior information
- hyperparameters
- probabilistic inference
- exact inference
- free energy
- latent variables
- bayesian framework
- bayesian networks
- learning algorithm
- prior knowledge
- log likelihood
- machine learning
- regression model
- unsupervised learning
- markov chain