Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes.
Quang Minh HoangNghia HoangHai PhamDavid P. WoodruffPublished in: NeurIPS (2020)
Keyphrases
- gaussian processes
- covariance function
- gaussian process regression
- gaussian process
- relevance vector machine
- non stationary
- multi task learning
- human pose estimation
- gaussian process models
- expectation propagation
- preference learning
- multi task
- hyperparameters
- latent variables
- graphical models
- probabilistic model
- training data