Transfer Learning for Regression through Adaptive Gaussian Process.
Changhua XuKai YangXue ChenXiangfeng LuoHang YuPublished in: ICTAI (2022)
Keyphrases
- transfer learning
- gaussian process
- gaussian processes
- regression model
- gaussian process regression
- covariance function
- model selection
- multi task learning
- sparse approximations
- learning tasks
- semi supervised
- multi task
- semi supervised learning
- approximate inference
- active learning
- reinforcement learning
- domain adaptation
- cross domain
- labeled data
- machine learning
- bayesian framework
- hyperparameters
- target domain
- structure learning
- transfer knowledge
- learning algorithm
- latent variables
- machine learning algorithms
- text categorization
- text classification
- text mining
- cross validation
- unlabeled data
- collaborative filtering
- data mining
- data sets
- prior knowledge
- feature space