On Regularization Parameter Estimation under Covariate Shift.
Wouter M. KouwMarco LoogPublished in: CoRR (2016)
Keyphrases
- parameter estimation
- covariate shift
- model selection
- cross validation
- statistical models
- hyperparameters
- random fields
- domain adaptation
- markov random field
- parameter estimation algorithm
- semi supervised learning
- maximum likelihood
- data generation
- unsupervised learning
- variable selection
- least squares
- feature selection
- machine learning
- em algorithm
- expectation maximization
- gaussian process
- parameter estimates
- sentiment classification
- prior knowledge