Practical Private Mean and Covariance Estimation
–Neural Information Processing Systems
We present simple differentially private estimators for the mean and covariance of multivariate sub-Gaussian data that are accurate at small sample sizes.
Neural Information Processing Systems
Aug-15-2025, 15:13:58 GMT
- Country:
- Europe > Germany (0.04)
- North America
- Canada (0.04)
- United States
- District of Columbia > Washington (0.04)
- Massachusetts > Middlesex County
- Cambridge (0.04)
- Genre:
- Research Report (1.00)
- Industry:
- Information Technology > Security & Privacy (1.00)
- Technology:
- Information Technology
- Artificial Intelligence > Machine Learning (1.00)
- Data Science (0.94)
- Security & Privacy (1.00)
- Information Technology