Tempered Sigmoid Activations for Deep Learning with Differential Privacy.
Nicolas PapernotAbhradeep ThakurtaShuang SongSteve ChienÚlfar ErlingssonPublished in: AAAI (2021)
Keyphrases
- deep learning
- differential privacy
- differentially private
- privacy preserving
- unsupervised learning
- privacy guarantees
- machine learning
- privacy preservation
- unsupervised feature learning
- personal information
- mental models
- data privacy
- weakly supervised
- data sharing
- text classification
- pattern recognition
- learning algorithm
- information retrieval