Discriminative kernel transfer learning via l2, 1-norm minimization.
Lei ZhangSunil Kr. JhaTao LiuGuangshu PeiPublished in: IJCNN (2016)
Keyphrases
- transfer learning
- norm minimization
- convex optimization
- learning tasks
- sparse representation
- labeled data
- matrix completion
- semi supervised
- unsupervised feature selection
- machine learning
- collaborative filtering
- semi supervised learning
- active learning
- text categorization
- reinforcement learning
- interior point methods
- kernel function
- text classification
- low rank
- feature selection
- machine learning algorithms
- unlabeled data
- kernel methods
- sparse coding
- feature space
- multi task
- kernel matrix
- support vector
- learning algorithm
- probabilistic model
- multiple kernel learning
- feature extraction