Adaptively Partitioning Max-Affine Estimators for Convex Regression.
Gábor BalázsPublished in: AISTATS (2022)
Keyphrases
- piecewise affine
- asymptotic properties
- regression model
- convex optimization
- linear regression
- locally weighted
- affine invariant
- convex hull
- regression methods
- affine transformation
- piecewise linear
- model selection
- regression analysis
- ridge regression
- regression algorithm
- simple linear
- regression method
- regression problems
- neural network
- convex sets
- graph partitioning
- gaussian processes
- image registration
- convex relaxation
- partial least squares
- contingency tables
- partitioning algorithm
- regression function
- globally optimal
- polynomial regression