Finding and Leveraging Structure in Learning Problems

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On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions (2014, methodology): “1 (A) Mean-separated Gaussians, Gaussian kernel Some special cases of the following calculations appear in Balakrishnan (2013) and Sriperumbudur et al. (2012a). Our results are more general, and unlike them we clearly analyze the role of the bandwidth choice.”