Differentially Private Conditional Independence Testing

Iden Kalemaj, Shiva Prasad Kasiviswanathan, Aaditya Ramdas

Conditional independence (CI) tests are widely used in statistical data analysis, e.g., they are the building block of many algorithms for causal graph discovery. The goal of a CI…