Tempered Sigmoid Activations for Deep Learning with Differential Privacy.
Nicolas PapernotAbhradeep ThakurtaShuang SongSteve ChienÚlfar ErlingssonPublished in: CoRR (2020)
Keyphrases
- deep learning
- differential privacy
- differentially private
- privacy preserving
- unsupervised learning
- privacy guarantees
- unsupervised feature learning
- machine learning
- weakly supervised
- privacy preservation
- personal information
- data sharing
- data privacy
- mental models
- search logs
- text classification
- domain specific
- supervised learning
- data model
- image retrieval
- feature selection
- data mining