Deep linear networks for regression are implicitly regularized towards flat minima.
Pierre MarionLénaïc ChizatPublished in: CoRR (2024)
Keyphrases
- simple linear
- regularized least squares
- regression model
- social networks
- regression function
- nonlinear functions
- network structure
- complex networks
- locally linear
- network analysis
- linear models
- polynomial regression
- locally weighted
- network size
- regression problems
- linear systems
- multiscale
- piecewise linear
- linear model
- network model
- support vector regression
- estimation problems
- linear regression
- model selection
- least squares
- pseudo inverse
- support vector
- generalized linear