Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares.
Gavin BrownJonathan HayaseSamuel B. HopkinsWeihao KongXiyang LiuSewoong OhJuan C. PerdomoAdam SmithPublished in: CoRR (2024)
Keyphrases
- least squares
- density ratio
- robust estimators
- confidence intervals
- policy evaluation
- robust estimation
- privacy preserving
- linear regression
- optical flow
- parameter estimation
- private data
- sparse linear
- decision trees
- data mining
- levenberg marquardt
- semi parametric
- artificial neural networks
- three dimensional
- privacy guarantees
- cross validated
- data perturbation
- nonlinear least squares
- computer vision