Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data.
Nicolas PapernotMartín AbadiÚlfar ErlingssonIan J. GoodfellowKunal TalwarPublished in: ICLR (2017)
Keyphrases
- deep learning
- knowledge transfer
- semi supervised
- unsupervised learning
- training data
- labeled data
- transfer learning
- supervised learning
- unlabeled data
- semi supervised learning
- weakly supervised
- learning tasks
- knowledge sharing
- active learning
- unsupervised feature learning
- cross domain
- pairwise
- training examples
- machine learning
- labeled and unlabeled data
- learning algorithm
- decision trees
- target domain
- training set
- data sets
- training samples
- class labels
- mental models
- text categorization
- named entities
- learning experience
- recommender systems
- prior knowledge
- data mining
- maximum likelihood