Local Regression Transfer Learning for Users' Personality Prediction.
Zengda GuanDong NieBibo HaoShuotian BaiTingshao ZhuPublished in: AMT (2014)
Keyphrases
- transfer learning
- collaborative filtering
- data sparsity
- learning tasks
- knowledge transfer
- cross domain
- reinforcement learning
- structure learning
- multi task learning
- labeled data
- machine learning
- recommender systems
- text classification
- multi task
- regression model
- machine learning algorithms
- learning algorithm
- semi supervised learning
- active learning
- neural network
- transfer knowledge
- prediction model
- user interests
- semi supervised
- cross domain learning
- high dimensional
- domain adaptation
- target domain
- model selection
- learning problems
- text categorization
- user profiles