Labeling Examples That Matter: Relevance-Based Active Learning with Gaussian Processes.
Alexander FreytagErik RodnerPaul BodesheimJoachim DenzlerPublished in: GCPR (2013)
Keyphrases
- gaussian processes
- active learning
- training examples
- gaussian process
- gaussian process regression
- preference learning
- human pose estimation
- semi supervised
- random sampling
- covariance function
- multi task learning
- unlabeled data
- active learner
- supervised learning
- learning process
- hyperparameters
- training set
- machine learning
- labeled data
- model selection
- learning algorithm
- gaussian process models
- data sets
- multi task
- support vector machine