Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning.
Zeel B. PatelNipun BatraKevin MurphyPublished in: CoRR (2022)
Keyphrases
- non stationary
- gaussian processes
- active learning
- covariance function
- gaussian process
- gaussian process regression
- preference learning
- hyperparameters
- semi supervised
- machine learning
- random sampling
- multi task
- supervised learning
- training set
- labeled data
- semi supervised learning
- transfer learning
- gaussian distribution
- support vector machine
- learning process
- support vector
- computer vision
- empirical mode decomposition
- learning algorithm
- data mining
- gaussian process models