Papers

Controllable Video Generation with Provable Disentanglement

Yifan Shen, Peiyuan Zhu, Zijian Li, Shaoan Xie, Namrata Deka, Zongfang Liu, Zeyu Tang, Guangyi Chen, Kun Zhang

OpenReview arXiv

On the Hardness of Conditional Independence Testing In Practice

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

Poster OpenReview

Efficient Conditionally Invariant Representation Learning

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

Code Poster OpenReview arXiv

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

Namrata Deka, Danica J. Sutherland

Code Poster arXiv

Learning Privacy-Preserving Deep Kernels with Known Demographics

Namrata Deka, Danica J. Sutherland

Official