Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up.
Dominic RichardsPatrick RebeschiniPublished in: CoRR (2019)
Keyphrases
- closed form
- optimal linear
- simple linear
- locally linear
- semi parametric
- piecewise linear
- semi infinite programming
- gaussian processes
- regression function
- data sets
- regression model
- information theoretic
- dynamic programming
- gaussian process
- statistical analysis
- learning algorithm
- aggregating algorithm
- minimum error
- optimal solution
- artificial neural networks
- discrete event systems
- least squares
- partial least squares
- linear systems
- conflict resolution
- support vector regression
- linear regression