A Scalable Local Algorithm for Distributed Multivariate Regression.
Kanishka BhaduriHillol KarguptaPublished in: Stat. Anal. Data Min. (2008)
Keyphrases
- computational complexity
- optimization algorithm
- computational cost
- single pass
- experimental evaluation
- np hard
- times faster
- learning algorithm
- k means
- preprocessing
- optimal solution
- similarity measure
- linear regression
- matching algorithm
- recognition algorithm
- clustering method
- detection algorithm
- memory efficient
- theoretical analysis
- high accuracy
- cost function
- significant improvement
- search space
- distributed systems
- least squares
- scheduling problem
- probabilistic model
- dynamic programming
- convergence rate
- search algorithm
- objective function
- genetic algorithm