A Parallel Decomposition Solver for SVM: Distributed dual ascend using Fenchel Duality.
Tamir HazanAmit ManAmnon ShashuaPublished in: CVPR (2008)
Keyphrases
- support vector
- support vector machine svm
- distributed processing
- parallel database systems
- svm classifier
- distributed systems
- parallel processing
- master slave
- machine learning
- distributed environment
- parallel execution
- pattern recognition
- multi agent
- feature vectors
- support vector machine
- peer to peer
- parallel programming
- cooperative
- data sets
- decomposition methods
- neural network
- parallel computation
- generalization ability
- fault tolerant
- mobile agents
- kernel function
- feature selection
- multi class
- feature space
- training data