Green machine learning via augmented Gaussian processes and multi-information source optimization.
Antonio CandelieriRiccardo PeregoFrancesco ArchettiPublished in: Soft Comput. (2021)
Keyphrases
- gaussian processes
- information sources
- machine learning
- gaussian process
- gaussian process regression
- data mining
- heterogeneous information sources
- data sources
- preference learning
- covariance function
- information extraction
- human pose estimation
- multi task learning
- machine learning algorithms
- gaussian process models
- hyperparameters
- multi task
- active learning
- databases
- database
- support vector machine
- learning algorithm
- learning tasks
- model selection
- text mining
- semi supervised