Differentially Private Imaging via Latent Space Manipulation.
Tao LiChris CliftonPublished in: CoRR (2021)
Keyphrases
- differentially private
- latent space
- latent variables
- low dimensional
- differential privacy
- gaussian process
- dimensionality reduction
- generative model
- lower dimensional
- matrix factorization
- manifold learning
- parameter space
- high dimensional
- gaussian processes
- image processing
- probabilistic latent semantic analysis
- feature space
- distance metric
- high dimensional data
- gaussian mixture
- transfer learning
- gaussian process latent variable models
- high dimensional spaces
- feature selection
- regression model
- privacy preserving
- image classification
- graphical models
- pattern recognition