Model Selection with Model Zoo via Graph Learning.
Ziyu LiHilco van der WilkDanning ZhanMegha KhoslaAlessandro BozzonRihan HaiPublished in: ICDE (2024)
Keyphrases
- model selection
- automatic model selection
- bayesian learning
- prior knowledge
- parameter estimation
- learning algorithm
- information criterion
- statistical learning
- selection criterion
- learning problems
- probability model
- statistical model
- learning models
- regression model
- unsupervised learning
- probability distribution
- marginal likelihood
- cross validation
- learning tasks
- data mining
- variable selection
- learning machines
- mixture model
- generalization bounds
- bayesian information criterion
- probabilistic model
- parameter determination
- machine learning