Dynamic Random Feature Gaussian Processes for Bayesian Optimization of Time-Varying Functions.
Fernando LlorentePetar M. DjuricPublished in: ICASSP (2024)
Keyphrases
- gaussian processes
- gaussian process
- bayesian approaches
- relevance vector machine
- gaussian process regression
- bayesian methods
- hyperparameters
- multi task learning
- human pose estimation
- covariance function
- bayesian framework
- multi task
- feature vectors
- pairwise
- gaussian process models
- preference learning
- probability distribution
- bayesian inference
- learning algorithm