Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares Extended Abstract.
Gavin BrownJonathan HayaseSamuel B. HopkinsWeihao KongXiyang LiuSewoong OhJuan C. PerdomoAdam SmithPublished in: COLT (2024)
Keyphrases
- extended abstract
- least squares
- policy evaluation
- robust estimators
- density ratio
- confidence intervals
- robust estimation
- linear regression
- privacy preserving
- curve fitting
- public private
- optical flow
- parameter estimation
- sparse linear
- neural network
- statistical inference
- levenberg marquardt
- maximum likelihood
- perturbation method
- density estimation
- state space
- asymptotic properties