Hypothesis Testing Interpretations and Renyi Differential Privacy.
Borja BalleGilles BartheMarco GaboardiJustin HsuTetsuya SatoPublished in: AISTATS (2020)
Keyphrases
- hypothesis testing
- differential privacy
- differentially private
- privacy preserving
- likelihood ratio
- private data
- statistical tests
- privacy guarantees
- personal information
- data sharing
- contingency tables
- privacy preservation
- data privacy
- test statistic
- data mining
- statistical analysis
- privacy preserving data mining
- hypothesis tests
- data quality
- statistically significant
- model selection
- machine learning