A Matrix Factorization & Clustering Based Approach for Transfer Learning.
Sowmini Devi V.Vineet PadmanabhanArun K. PujariPublished in: PReMI (2017)
Keyphrases
- learning algorithm
- transfer learning
- matrix factorization
- collaborative filtering
- data sparsity
- nonnegative matrix factorization
- machine learning algorithms
- learning tasks
- active learning
- labeled data
- machine learning
- recommender systems
- cross domain
- knowledge transfer
- reinforcement learning
- clustering algorithm
- low rank
- missing data
- k means
- negative matrix factorization
- transfer knowledge
- clustering method
- multi task
- factorization methods
- tensor factorization
- semi supervised learning
- learning process
- multi task learning
- unsupervised learning
- text classification
- document clustering
- prior knowledge
- data sets
- principal component analysis