Model Selection with Nonlinear Embedding for Unsupervised Domain Adaptation.
Hemanth VenkateswaraShayok ChakrabortyTroy McDanielSethuraman PanchanathanPublished in: CoRR (2017)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- sample size
- statistical learning
- machine learning
- bayesian learning
- regression model
- motion segmentation
- variable selection
- selection criterion
- statistical inference
- marginal likelihood
- meta learning
- mixture model
- feature selection
- gaussian process
- model selection criteria
- error estimation
- generalization error
- information criterion
- bayesian model selection
- graphical models
- upper bound
- bayesian information criterion
- similarity measure