On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions

Aaditya Ramdas, Sashank Jakkam Reddi, Barnabás Póczos, Aarti Singh, Larry A. Wasserman. On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions. In Blai Bonet, Sven Koenig, editors, Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. pages 3571-3577, AAAI Press, 2015. [doi]

Abstract

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