Scalable Meta-Learning with Gaussian Processes.
Petru TighineanuLukas GrossbergerPaul BaireutherKathrin SkubchStefan FalknerJulia VinogradskaFelix BerkenkampPublished in: AISTATS (2024)
Keyphrases
- gaussian processes
- meta learning
- model selection
- gaussian process
- learning tasks
- inductive learning
- hyperparameters
- multi task
- gaussian process regression
- machine learning algorithms
- machine learning
- feature selection
- decision trees
- data mining
- gaussian process models
- metamodel
- learning problems
- base classifiers
- image processing
- data sets
- supervised learning
- high dimensional