On Regularization Parameter Estimation under Covariate Shift.

Wouter M. Kouw Marco Loog

Published 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