Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests.
T. Tony CaiAbhinav ChakrabortyLasse VuursteenPublished in: CoRR (2024)
Keyphrases
- hypothesis testing
- differential privacy
- statistical tests
- null hypothesis
- differentially private
- hypothesis tests
- likelihood ratio
- test statistic
- privacy preserving
- confidence intervals
- hypothesis test
- privacy preservation
- databases
- contingency tables
- optimal solution
- training data
- digital libraries
- information retrieval
- sample size
- privacy guarantees
- machine learning
- web search engines
- model selection
- data mining
- graphical models