Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data.
Nicolas PapernotMartín AbadiÚlfar ErlingssonIan J. GoodfellowKunal TalwarPublished in: CoRR (2016)
Keyphrases
- deep learning
- knowledge transfer
- semi supervised
- labeled data
- unsupervised learning
- transfer learning
- training data
- unlabeled data
- supervised learning
- semi supervised learning
- weakly supervised
- learning tasks
- active learning
- machine learning
- labeled and unlabeled data
- unsupervised feature learning
- knowledge sharing
- cross domain
- training examples
- learning algorithm
- pairwise
- class labels
- training set
- data sets
- target domain
- decision trees
- real world
- prior knowledge
- training samples
- feature selection
- mental models
- machine learning algorithms
- information systems
- reinforcement learning
- high dimensional
- information retrieval
- text classification
- higher order