L2-SVM Training with Distributed Data.
Stefano LodiRicardo ÑanculefClaudio SartoriPublished in: MATES (2009)
Keyphrases
- distributed data
- svm training
- generalization ability
- data sharing
- support vector machine
- kernel methods
- svm classification
- support vectors
- communication cost
- stochastic gradient descent
- data distribution
- file system
- databases
- training procedure
- data mining algorithms
- decomposition method
- training algorithm
- svm classifier
- learning algorithm
- imbalanced data
- neural network
- support vector
- nearest neighbor
- feature extraction