Gradient Boosting Performs Gaussian Process Inference.
Aleksei UstimenkoArtem BeliakovLiudmila ProkhorenkovaPublished in: ICLR (2023)
Keyphrases
- gaussian process
- gradient boosting
- gaussian processes
- hyperparameters
- approximate inference
- regression model
- loss function
- bayesian inference
- exact inference
- bayesian framework
- latent variables
- relational domains
- semi supervised
- model selection
- probabilistic inference
- markov logic
- higher order
- probabilistic model
- support vector
- graphical models
- belief networks
- markov chain monte carlo
- posterior distribution
- cross validation
- sample size
- training set