Meta-learning methodology based on meta-unsupervised algorithm for meta-model selection to solve few-shot base-tasks.
Eduardo Rivas-PosadaMario Ignacio Chacon MurguiaPublished in: Neural Comput. Appl. (2024)
Keyphrases
- model selection
- meta learning
- parameter estimation
- learning algorithm
- hyperparameters
- selection criterion
- machine learning
- probabilistic model
- cross validation
- learning tasks
- unsupervised learning
- feature selection
- inductive learning
- similarity measure
- expectation maximization
- decision trees
- machine learning algorithms
- information criterion