Accelerating Distributed SGD for Linear Regression using Iterative Pre-Conditioning.
Kushal ChakrabartiNirupam GuptaNikhil ChopraPublished in: L4DC (2021)
Keyphrases
- linear regression
- least squares
- regression methods
- ridge regression
- regression problems
- locally weighted
- nonlinear regression
- linear regression model
- regression trees
- kernel regression
- linear models
- distributed systems
- regression method
- machine learning
- linear predictors
- regression model
- data streams
- learning algorithm