L1 Regression with Lewis Weights Subsampling.
Aditya ParulekarAdvait ParulekarEric PricePublished in: APPROX-RANDOM (2021)
Keyphrases
- regression model
- linear combination
- linear regression
- weighted sum
- model selection
- ridge regression
- regression algorithm
- regression analysis
- weighting scheme
- regression problems
- neural network
- feedforward artificial neural networks
- locally weighted
- regression function
- weighted average
- partial least squares
- reproducing kernel hilbert space
- relative importance
- regression methods
- gaussian process regression
- multiple regression
- feature weights
- gaussian process
- pairwise comparison
- multistage
- knn
- information systems
- optimal weights
- polynomial regression
- kernel ridge regression
- data sets