Online model selection by learning how compositional kernels evolve.
Eura ShinPredrag KlasnjaSusan A. MurphyFinale Doshi-VelezPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- model selection
- statistical learning
- learning machines
- bayesian learning
- cross validation
- meta learning
- unsupervised learning
- bayesian methods
- covariate shift
- regression model
- error estimation
- sample size
- automatic model selection
- data mining
- kernel machines
- learning tasks
- parameter estimation
- learning algorithm
- gaussian process
- learning problems
- statistical inference
- kernel learning
- kernel function
- marginal likelihood
- prior knowledge