Model Selection with Nonlinear Embedding for Unsupervised Domain Adaptation.
Hemanth VenkateswaraShayok ChakrabortyTroy McDanielSethuraman PanchanathanPublished in: AAAI Workshops (2017)
Keyphrases
- model selection
- cross validation
- hyperparameters
- regression model
- sample size
- parameter estimation
- statistical learning
- selection criterion
- bayesian learning
- meta learning
- mixture model
- machine learning
- model selection criteria
- statistical inference
- variable selection
- error estimation
- gaussian process
- feature selection
- marginal likelihood
- automatic model selection
- generalization error
- motion segmentation
- generalization bounds
- bayesian information criterion
- leave one out cross validation
- posterior distribution
- bayesian model selection