Exploiting Causal Structure for Robust Model Selection in Unsupervised Domain Adaptation.
Trent KyonoMihaela van der SchaarPublished in: IEEE Trans. Artif. Intell. (2021)
Keyphrases
- model selection
- cross validation
- causal structure
- regression model
- sample size
- hyperparameters
- mixture model
- variable selection
- selection criterion
- machine learning
- model selection criteria
- statistical inference
- feature selection
- causal relationships
- causal models
- parameter determination
- automatic model selection
- marginal likelihood
- information criterion
- gaussian process
- experimental data
- upper bound