310 citations · 607 across the 39 of their papers we have counts for
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math.ST2017★ 62 cited
Large sample analysis of the median heuristic
Damien Garreau, Wittawat Jitkrittum, Motonobu Kanagawa
In kernel methods, the median heuristic has been widely used as a way of setting the bandwidth of RBF kernels. While its empirical performances make it a safe choice under many cir…
stat.ML2017★ 42 cited
A Linear-Time Kernel Goodness-of-Fit Test
Wittawat Jitkrittum, Wenkai Xu, Zoltan Szabo +2
We propose a novel adaptive test of goodness-of-fit, with computational cost linear in the number of samples. We learn the test features that best indicate the differences between…