Fully Decentralized Semi-supervised Learning via Privacy-preserving Matrix Completion.
Roberto FierimonteSimone ScardapaneAurelio UnciniMassimo PanellaPublished in: IEEE Trans. Neural Networks Learn. Syst. (2017)
Keyphrases
- privacy preserving
- semi supervised learning
- matrix completion
- low rank
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- singular values
- active learning
- learning problems
- training data
- machine learning
- text categorization
- missing data
- collaborative filtering
- incomplete data
- rank aggregation
- protein interaction networks
- metric learning
- singular value decomposition
- learning models
- linear combination
- image classification
- convex relaxation
- training set
- learning algorithm