Stream-based active learning with linear models.
Davide CacciarelliMurat KulahciJohn Sølve TyssedalPublished in: Knowl. Based Syst. (2022)
Keyphrases
- linear models
- active learning
- variable selection
- linear model
- data streams
- semi supervised
- linear regression
- machine learning
- gaussian processes
- random sampling
- sliding window
- supervised learning
- transfer learning
- nonlinear models
- semi supervised learning
- learning process
- high dimensional
- learning algorithm
- data sets
- cross validation
- labeled data
- probabilistic model
- support vector