Precise Tradeoffs in Adversarial Training for Linear Regression.
Adel JavanmardMahdi SoltanolkotabiHamed HassaniPublished in: COLT (2020)
Keyphrases
- linear regression
- least squares
- regression problems
- regression methods
- locally weighted
- ridge regression
- linear regression model
- linear models
- training set
- generalized linear models
- nonlinear regression
- decision trees
- supervised learning
- machine learning
- regression method
- multivariate regression
- kernel regression
- regression trees
- training algorithm