Finite Sample Guarantees of Differentially Private Expectation Maximization Algorithm

Mathematics

• Expectation-Maximization Algorithm 100%
• Gaussian Mixture Model 100%
• Real-World Data 50%
• Synthetic Data 50%
• Linear Regression 50%
• Mixture Model 50%
• Incomplete Data 50%
• Covariate 50%
• Regression Model 50%
• Heavy-Tailed Distribution 50%
• Canonical Model 50%
• Numerical Experiment 50%
• Maximum Likelihood 50%

Keyphrases

• Finite-sample Guarantee 100%
• Statistical Guarantees 60%