Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation.
Avishek GhoshAshwin PananjadyAdityanand GuntuboyinaKannan RamchandranPublished in: CoRR (2019)
Keyphrases
- statistical estimation
- regression model
- image segmentation
- model selection
- locally weighted
- computational complexity
- support vector regression
- image registration
- affine transformation
- np complete
- linear regression
- provably near optimal
- simple linear
- regression method
- multiscale
- least squares
- np hard
- affine invariant
- regression analysis
- regression problems
- piecewise affine
- data sets
- artificial neural networks
- support vector
- regression methods
- image warping
- optimal solution
- multi variate
- polynomial regression
- genetic algorithm