Active Learning with Maximum Margin Sparse Gaussian Processes.
Weishi ShiQi YuPublished in: AISTATS (2021)
Keyphrases
- gaussian processes
- maximum margin
- active learning
- multi task
- learning algorithm
- generalization error
- gaussian process
- support vector
- transfer learning
- multi task learning
- hyperparameters
- hyperplane
- learning tasks
- markov networks
- semi supervised
- support vector machine
- random sampling
- supervised learning
- machine learning
- sparse representation
- learning problems
- maximum likelihood
- high dimensional
- kernel methods
- training set
- multiple kernel learning
- latent variables
- closed form
- high order
- data points
- feature selection
- learning process