Differential privacy and robust statistics in high dimensions.
Xiyang LiuWeihao KongSewoong OhPublished in: COLT (2022)
Keyphrases
- high dimensions
- robust statistics
- differential privacy
- differentially private
- high dimensional data
- shape from shading
- privacy preserving
- robust estimation
- high dimensional
- optical flow
- anisotropic diffusion
- risk minimization
- privacy preservation
- high dimensional spaces
- personal information
- data sharing
- poor quality
- low dimensional
- nearest neighbor
- data points
- data privacy
- dimensionality reduction
- motion estimation