Papers

On the Hardness of Conditional Independence Testing In Practice

Zheng He, Roman Pogodin, Yazhe Li, Namrata Deka, Arthur Gretton, Danica J. Sutherland

OpenReview

Efficient Conditionally Invariant Representation Learning

Roman Pogodin, Namrata Deka, Yazhe Li, Danica J. Sutherland, Victor Veitch, Arthur Gretton

Code OpenReview arXiv

MMD-B-Fair: Learning Fair Representations with Statistical Testing

Namrata Deka, Danica J. Sutherland

Code arXiv

Learning Privacy-Preserving Deep Kernels with Known Demographics

Namrata Deka, Danica J. Sutherland

Official