Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification.
Yongxi LuAbhishek KumarShuangfei ZhaiYu ChengTara JavidiRogério Schmidt FerisPublished in: CoRR (2016)
Keyphrases
- multi task
- multi task learning
- feature vectors
- feature selection
- learning tasks
- support vector machine
- multiple tasks
- classification accuracy
- multitask learning
- feature set
- machine learning
- feature space
- feature extraction
- text classification
- decision trees
- machine learning algorithms
- social networks
- sparse learning
- multiple kernel learning
- gaussian processes
- supervised learning
- multi class
- support vector
- learning problems
- transfer learning
- model selection
- learning algorithm