109 citations · 212 across the 14 of their papers we have counts for
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stat.ML2018★ 1 cited
Exponentially Consistent Kernel Two-Sample Tests
Shengyu Zhu, Biao Chen, Zhitang Chen
Given two sets of independent samples from unknown distributions and , a two-sample test decides whether to reject the null hypothesis that . Recent attention has focus…
stat.ML2018★ 3 cited
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit
Shengyu Zhu, Biao Chen, Pengfei Yang +1
We characterize the asymptotic performance of nonparametric goodness of fit testing. The exponential decay rate of the type-II error probability is used as the asymptotic performan…