Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning.
Yizhou ChenShizhuo ZhangBryan Kian Hsiang LowPublished in: AISTATS (2022)
Keyphrases
- meta learning
- mutual information
- variational bayesian
- feature selection
- inductive learning
- learning tasks
- model selection
- information theoretic
- factor analysis
- image registration
- matrix factorization
- machine learning algorithms
- decision trees
- expectation maximization
- data mining
- exponential family
- incomplete data
- similarity measure
- multi task learning
- machine learning
- data sets
- dirichlet process
- transfer learning
- image segmentation