Sequential Gaussian Processes for Online Learning of Nonstationary Functions.
Michael Minyi ZhangBianca DumitrascuSinead A. WilliamsonBarbara E. EngelhardtPublished in: CoRR (2019)
Keyphrases
- non stationary
- gaussian processes
- online learning
- covariance function
- gaussian process
- gaussian process regression
- random fields
- preference learning
- e learning
- human pose estimation
- fourier analysis
- gaussian process models
- multi task
- sample size
- hyperparameters
- active learning
- data sets
- gaussian markov random fields