Bayesian decision-making under misspecified priors with applications to meta-learning.
Max SimchowitzChristopher ToshAkshay KrishnamurthyDaniel HsuThodoris LykourisMiroslav DudíkRobert E. SchapirePublished in: CoRR (2021)
Keyphrases
- meta learning
- decision making
- learning tasks
- meta knowledge
- inductive learning
- data mining
- model selection
- machine learning algorithms
- base classifiers
- decision trees
- feature selection
- machine learning
- metamodel
- bayesian networks
- multi class
- knowledge acquisition
- prior knowledge
- collaborative filtering
- prediction accuracy
- databases