Information theoretic meta learning with Gaussian processes.
Michalis K. TitsiasFrancisco J. R. RuizSotirios NikoloutsopoulosAlexandre GalashovPublished in: UAI (2021)
Keyphrases
- meta learning
- information theoretic
- gaussian processes
- model selection
- gaussian process
- learning tasks
- hyperparameters
- mutual information
- inductive learning
- multi task
- machine learning algorithms
- decision trees
- feature selection
- machine learning
- regression model
- cross validation
- computer vision
- base classifiers
- naive bayes
- similarity measure
- data sets