Multi-Task Classification Hypothesis Space with Improved Generalization Bounds.
Cong LiMichael GeorgiopoulosGeorgios C. AnagnostopoulosPublished in: CoRR (2013)
Keyphrases
- multi task
- learning tasks
- hypothesis space
- generalization bounds
- kernel machines
- learning problems
- generalization ability
- multi task learning
- supervised learning
- machine learning
- feature selection
- learning algorithm
- support vector
- support vector machine
- classification accuracy
- machine learning algorithms
- pattern recognition
- text classification
- learning machines
- gaussian processes
- unsupervised learning
- training set
- decision trees
- information retrieval
- transfer learning
- kernel methods
- cross validation
- class labels
- semi supervised learning
- feature vectors
- feature extraction
- markov random field
- recommender systems