Distributed Nonparametric Function Estimation: Optimal Rate of Convergence and Cost of Adaptation.
T. Tony CaiHongji WeiPublished in: CoRR (2021)
Keyphrases
- estimation error
- cooperative
- expected cost
- communication cost
- nonparametric regression
- distributed systems
- distributed environment
- piecewise linear
- parzen window
- dynamic programming
- multi agent
- data driven
- optimal cost
- optimality criterion
- worst case
- minimum cost
- parametric models
- average cost
- mobile agents
- parameter estimation
- case based reasoning
- probability density
- multi objective
- cost sensitive
- kernel density estimation
- closed form
- peer to peer