Safe Active Learning for Time-Series Modeling with Gaussian Processes.
Christoph ZimmerMona MeisterDuy Nguyen-TuongPublished in: NeurIPS (2018)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process models
- gaussian process regression
- multi task learning
- preference learning
- covariance function
- data mining
- multi task
- human pose estimation
- non stationary
- hyperparameters
- random sampling
- prior information
- edge detection
- supervised learning
- semi supervised
- high dimensional
- similarity measure