Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization.
Antonio CandelieriRiccardo PeregoFrancesco ArchettiPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- information sources
- machine learning
- gaussian process
- preference learning
- gaussian process regression
- multi task learning
- covariance function
- human pose estimation
- machine learning algorithms
- hyperparameters
- model selection
- database
- multi task
- learning algorithm
- learning tasks
- data sources
- decision trees
- gaussian process models
- supervised learning
- semi supervised
- information extraction
- data model
- support vector
- heterogeneous information sources