When Gaussian Process Meets Big Data: A Review of Scalable GPs.
Haitao LiuYew-Soon OngXiaobo ShenJianfei CaiPublished in: CoRR (2018)
Keyphrases
- big data
- gaussian process
- gaussian processes
- data intensive computing
- gaussian process regression
- regression model
- data analysis
- bayesian framework
- cloud computing
- social media
- data management
- latent variables
- business intelligence
- model selection
- commodity hardware
- hyperparameters
- semi supervised
- big data analytics
- data processing
- covariance function
- data warehousing
- expectation propagation
- knowledge discovery
- high dimensional
- closed form
- data sets
- object oriented
- machine learning
- gaussian process models
- data warehouse
- data mining