Robust Gaussian process regression with the trimmed marginal likelihood.
Daniel AndradeAkiko TakedaPublished in: UAI (2023)
Keyphrases
- gaussian process regression
- gaussian process
- marginal likelihood
- gaussian processes
- model selection
- approximate inference
- semi supervised
- bayesian framework
- hyperparameters
- regression model
- latent variables
- machine learning
- learning tasks
- cross validation
- particle filter
- higher order
- supervised learning
- expectation propagation
- information criterion
- image segmentation