Limit Distribution Theory for KL divergence and Applications to Auditing Differential Privacy

Keyphrases

• Differential Privacy 100%
• Discrepancy Measure 33%
• Distributional Limits 33%
• Estimation Error 33%
• Information Machine 33%
• Information Statistics 33%
• Information Theory 33%
• Kullback-Leibler Divergence 100%
• Limit Distribution Theory 100%
• Limit Theorems 33%
• Limiting Distribution 33%
• Local Alternatives 33%
• Machine Learning 33%
• One Sample 33%
• Population Distribution 33%
• Probability Distribution 33%
• Statistical Learning 33%
• Theory Learning 33%
• Two-sample 33%

Mathematics

• Central Role 33%
• Distribution Theory 100%
• Gaussian Distribution 33%
• Information Theory 33%
• Kullback-Leibler Divergence 100%
• Limit Theorem 33%
• Null 33%
• Population Distribution 33%
• Probability Distribution 33%
• significance level α 33%
• Statistics 33%
• Sufficient Condition 33%