Transfer Learning With Singular Value Decomposition of Multichannel Convolution Matrices.
Tak Shing Au YeungKa Chun CheungMichael K. NgSimon SeeAndy M. YipPublished in: Neural Comput. (2023)
Keyphrases
- singular value decomposition
- transfer learning
- singular values
- learning tasks
- labeled data
- low rank
- data matrix
- reinforcement learning
- cross domain
- collaborative filtering
- least squares
- principal component analysis
- machine learning
- measurement matrix
- dimensionality reduction
- correlation matrix
- text mining
- semi supervised learning
- low rank approximation
- active learning
- semi supervised
- transfer knowledge
- unlabeled data
- low rank matrix
- singular vectors
- image processing
- multi task
- machine learning algorithms
- target domain
- text categorization
- text classification
- data sets
- language model
- pattern recognition
- learning algorithm
- neural network