When Gaussian Process Meets Big Data: A Review of Scalable GPs.
Haitao LiuYew-Soon OngXiaobo ShenJianfei CaiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- big data
- gaussian process
- data intensive computing
- gaussian processes
- regression model
- bayesian framework
- cloud computing
- gaussian process regression
- model selection
- data analysis
- big data analytics
- hyperparameters
- data processing
- data management
- social media
- commodity hardware
- latent variables
- covariance function
- business intelligence
- semi supervised
- gaussian process models
- expectation propagation
- data warehousing
- knowledge discovery
- random sampling
- data sets
- decision making
- random variables
- active learning
- case study