Preserving Differential Privacy in Convolutional Deep Belief Networks.
NhatHai PhanXintao WuDejing DouPublished in: CoRR (2017)
Keyphrases
- deep belief networks
- differential privacy
- differentially private
- deep learning
- unsupervised learning
- restricted boltzmann machine
- probabilistic model
- privacy preserving
- hierarchical models
- generative model
- sparse coding
- machine learning
- privacy preservation
- data sharing
- personal information
- data privacy
- approximate inference
- hierarchical model
- image classification
- linear combination
- graphical models
- supervised learning
- learning algorithm