Model Selection with Model Zoo via Graph Learning.
Ziyu LiHilco van der WilkDanning ZhanMegha KhoslaAlessandro BozzonRihan HaiPublished in: CoRR (2024)
Keyphrases
- model selection
- bayesian learning
- parameter estimation
- prior knowledge
- information criterion
- automatic model selection
- statistical learning
- cross validation
- bayesian information criterion
- selection criterion
- unsupervised learning
- learning algorithm
- likelihood function
- active learning
- objective function
- regression model
- statistical model
- bayesian methods
- model selection criteria
- sample size
- learning machines
- hyperparameters
- incremental learning
- data mining
- em algorithm
- supervised learning
- probabilistic model
- feature selection
- machine learning