Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing.
Marco GaboardiHyun-Woo LimRyan M. RogersSalil P. VadhanPublished in: ICML (2016)
Keyphrases
- hypothesis testing
- goodness of fit
- differentially private
- chi squared
- information gain
- chi square
- statistical tests
- contingency tables
- differential privacy
- cross entropy
- confidence intervals
- text categorization
- decision trees
- feature selection
- maximum likelihood
- mutual information
- test statistic
- logistic regression
- support vector
- information retrieval
- test set
- naive bayes
- web search
- knowledge discovery
- active learning