Inference using noisy degrees: Differentially private β-model and synthetic graphs

Keyphrases

• Statistical Inference 100%
• Degree Distribution 100%
• Differentially Private 100%
• Synthetic Graphs 100%
• Private Model 100%
• Privacy Mechanisms 100%
• Privacy Concerns 50%
• Convergence Rate 50%
• Network Data 50%
• Time Algorithm 50%
• Sufficient Statistics 50%
• Partition Model 50%
• Exponential Family Distribution 50%
• Random Graphs 50%
• Degree Sequence 50%
• Quadratic Time 50%

Mathematics

• Inferential Statistics 100%
• Degree Distribution 100%
• Exponential Family 50%
• Sufficient Statistic 50%
• degree sequence π 50%

Computer Science

• Degree Distribution 100%
• Computer Network 50%
• Random Graphs 50%
• Efficient Algorithm 50%
• Fundamental Problem 50%
• Privacy Problem 50%