Safe Active Learning for Time-Series Modeling with Gaussian Processes.
Christoph ZimmerMona MeisterDuy Nguyen-TuongPublished in: GI-Jahrestagung (2019)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process models
- gaussian process regression
- multi task learning
- hyperparameters
- semi supervised
- preference learning
- supervised learning
- random sampling
- covariance function
- multi task
- human pose estimation
- labeled data
- support vector
- image segmentation
- text categorization
- semi supervised learning
- higher order
- denoising