Best of two local models: Centralized local and distributed local algorithms.
Guy EvenMoti MedinaDana RonPublished in: Inf. Comput. (2018)
Keyphrases
- distributed environment
- peer to peer
- computational complexity
- learning algorithm
- statistical models
- machine learning algorithms
- theoretical analysis
- probabilistic model
- times faster
- distributed computation
- free parameters
- computational efficiency
- multi agent
- experimental data
- significant improvement
- computational cost
- parameter estimation
- optimization problems
- data mining
- evaluation metrics
- learned models
- model selection
- numerical algorithms
- distributed constraint optimization
- distributed constraint satisfaction