Locally Differentially Private Bayesian Inference

Mathematics

• Bayesian Inference 100%
• Tradeoff 50%
• Linear Regression 50%
• End User 50%
• Bayesian Setting 50%
• Uncertainty Quantification 50%
• Parameter Estimation 50%
• Multivariate Distribution 50%

Computer Science

• Differential Privacy 100%
• Modeling Framework 20%
• Privacy Preserving 20%
• Privacy Protection 20%
• Parameter Estimation 20%
• Probabilistic Modeling 20%