Multitask Classification Hypothesis Space With Improved Generalization Bounds.
Cong LiMichael GeorgiopoulosGeorgios C. AnagnostopoulosPublished in: IEEE Trans. Neural Networks Learn. Syst. (2015)
Keyphrases
- hypothesis space
- multi task
- generalization bounds
- learning tasks
- generalization ability
- learning problems
- learning algorithm
- multitask learning
- support vector machine
- model selection
- learning theory
- decision trees
- svm classifier
- multi task learning
- binary classification problems
- linear classifiers
- machine learning
- multi class
- supervised learning
- image classification
- text classification
- classification accuracy
- feature extraction
- feature vectors
- feature selection
- support vector
- feature space
- class labels
- machine learning algorithms
- training samples
- information extraction