Distributed Sparse Linear Regression with Sublinear Communication.
Chen AmirazRobert KrauthgamerBoaz NadlerPublished in: CoRR (2022)
Keyphrases
- linear regression
- communication overhead
- generalized linear models
- least squares
- communication cost
- sparse regression
- regression problems
- regression methods
- ridge regression
- distributed control
- locally weighted
- computer networks
- distributed systems
- regression method
- kernel regression
- linear models
- linear regression model
- fully distributed
- nonlinear regression
- square loss
- regression model
- peer to peer
- high dimensional
- multivariate regression
- feature selection
- predictor variables
- decision trees