Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation.
Adarsh BarikJean HonorioPublished in: CoRR (2022)
Keyphrases
- linear regression
- generalized linear models
- sparse regression
- least squares
- regression methods
- regression problems
- nonlinear regression
- linear regression model
- theoretical guarantees
- high dimensional
- locally weighted
- linear models
- kernel regression
- ridge regression
- objective function
- three dimensional
- regression trees
- computational complexity
- computer vision
- fractional programming
- predictor variables
- exact inference
- cross validation
- training data