Efficient Protocols for Distributed Classification and Optimization
Hal Daumé IIIJeff M. PhillipsAvishek SahaSuresh VenkatasubramanianPublished in: CoRR (2012)
Keyphrases
- optimization algorithm
- cooperative
- classification method
- image classification
- classification accuracy
- distributed systems
- pattern classification
- feature vectors
- feature selection
- classification scheme
- automatic classification
- machine learning methods
- training samples
- optimization problems
- feature space
- pattern recognition
- classification algorithm
- multi party
- classification process
- decision trees
- feature extraction
- support vector
- decision rules
- benchmark datasets
- machine learning algorithms
- support vector machine
- supervised learning
- class labels
- feature set
- support vector machine svm
- multi agent
- distributed environment
- unsupervised learning
- computing environments
- constrained optimization
- evolutionary algorithm
- data mining
- classification systems