Scalable Semi-Supervised SVM via Triply Stochastic Gradients.
Xiang GengBin GuXiang LiWanli ShiGuansheng ZhengHeng HuangPublished in: IJCAI (2019)
Keyphrases
- semi supervised
- support vector machine svm
- support vector
- semi supervised support vector machines
- fully labeled
- svm classifier
- semi supervised learning
- support vector machine
- knn
- kernel machines
- pairwise
- unlabeled data
- labeled data
- multi view
- active learning
- multi class
- feature selection
- semi supervised clustering
- training process
- supervised learning
- training data
- training set
- kernel function
- metric learning
- semi supervised classification
- multi class classification
- generalization ability
- neural network
- labeled examples
- pattern recognition
- labeled and unlabeled data
- feature space
- svm classification
- unlabeled samples
- cost sensitive
- kernel methods
- maximum margin
- text classifiers
- artificial neural networks
- text mining
- machine learning