Gradient Boosting Performs Low-Rank Gaussian Process Inference.
Aleksei UstimenkoArtem BeliakovLiudmila ProkhorenkovaPublished in: CoRR (2022)
Keyphrases
- gaussian process
- low rank
- semi supervised
- gaussian processes
- missing data
- approximate inference
- linear combination
- regression model
- matrix factorization
- convex optimization
- model selection
- bayesian framework
- exact inference
- bayesian inference
- hyperparameters
- latent variables
- high dimensional data
- bayesian networks
- high order
- probabilistic inference
- cross validation
- generative model
- supervised learning
- active learning
- data sets
- probabilistic model
- high dimensional
- image processing