Bayesian active learning for choice models with deep Gaussian processes.
Jie YangDiego KlabjanPublished in: CoRR (2018)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- covariance function
- bayesian approaches
- human pose estimation
- bayesian methods
- gaussian process regression
- relevance vector machine
- gaussian process models
- preference learning
- multi task learning
- data sets
- multi task
- bayesian framework
- random sampling
- bayesian inference
- learning experience
- topic models
- semi supervised
- multi class
- support vector machine
- probabilistic model
- prior knowledge
- training data
- image segmentation