Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions.
Kartik AhujaKarthikeyan ShanmugamAmit DhurandharPublished in: AISTATS (2021)
Keyphrases
- linear regression
- least squares
- regression problems
- regression methods
- linear regression model
- nonlinear regression
- quality guarantees
- linear models
- optimal solution
- locally weighted
- probability distribution
- kernel regression
- ridge regression
- convergence proof
- generalized linear models
- regression method
- exact solution
- predictor variables
- convergence rate
- computer games
- game theory
- kernel density estimators
- machine learning
- solution quality
- three dimensional