Papers

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