Robust non-negative matrix factorization via joint sparse and graph regularization for transfer learning.
Shizhun YangChenping HouChangshui ZhangYi WuPublished in: Neural Comput. Appl. (2013)
Keyphrases
- transfer knowledge
- negative matrix factorization
- transfer learning
- sparsity constraints
- sparse representation
- matrix factorization
- learning tasks
- multi task
- document clustering
- collaborative filtering
- spectral clustering
- machine learning
- domain adaptation
- labeled data
- principal component analysis
- active learning
- learning algorithm
- semi supervised learning
- sparse coding
- machine learning algorithms
- computer vision
- low rank
- reinforcement learning
- pattern recognition
- data sets
- face recognition
- target domain
- cross domain
- unlabeled data
- high dimensional
- text categorization