Private Incremental Regression.
Shiva Prasad KasiviswanathanKobbi NissimHongxia JinPublished in: CoRR (2017)
Keyphrases
- real world
- regression model
- regression analysis
- incremental learning
- linear regression
- privacy preserving
- gaussian process regression
- ridge regression
- regression function
- regression problems
- support vector regression
- model selection
- data driven
- semi supervised
- locally weighted
- objective function
- regression algorithm
- multi variate
- incremental version
- polynomial regression
- incremental algorithms
- ordinary least squares
- sparse bayesian learning
- private information
- private data
- regression method
- single pass
- linear models
- database
- gaussian processes
- loss function
- high dimensional
- knowledge base
- real time