Distributed Support Vector Machines: An Overview.
Marco StolpeKanishka BhaduriKamalika DasPublished in: Solving Large Scale Learning Tasks (2016)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- distributed systems
- loss function
- distributed environment
- distributed learning
- commodity hardware
- distributed database systems
- logistic regression
- lightweight
- support vector machine
- kernel function
- cooperative
- cross validation
- linear discriminant analysis
- multi agent
- fault tolerant
- generalization ability
- multi class classification
- kernel methods
- distributed architecture
- loosely coupled
- distributed network
- binary classification
- distributed computing
- real time
- classification accuracy
- data streams
- search algorithm
- information systems