Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability.
Konstantinos D. PolyzosQin LuGeorgios B. GiannakisPublished in: IEEE Trans. Signal Process. (2022)
Keyphrases
- gaussian processes
- online learning
- graph kernels
- gaussian process
- gaussian process regression
- multi task learning
- human pose estimation
- gaussian process models
- e learning
- covariance function
- preference learning
- hyperparameters
- multi task
- active learning
- training set
- feature selection
- learning algorithm
- bayesian inference
- bayesian framework
- prior information
- model selection
- higher order