Transfer Learning Realized With Nonlinearly Transformed Input Space.
Xiubin ZhuDan WangWitold PedryczZhiwu LiPublished in: IEEE Trans. Emerg. Top. Comput. (2023)
Keyphrases
- input space
- transfer learning
- learning tasks
- labeled data
- dimensionality reduction
- feature space
- high dimensional
- active learning
- knowledge transfer
- kernel function
- training set
- high dimensional data
- reinforcement learning
- semi supervised learning
- data points
- input data
- machine learning algorithms
- cross domain
- text categorization
- low dimensional
- k nearest neighbor
- target domain
- machine learning
- hyperplane
- transfer knowledge
- multi task
- collaborative filtering
- class labels
- domain adaptation
- knn
- output space
- text classification
- unlabeled data
- learning environment
- kernel matrix
- training data
- bayesian networks