Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing

meyer scetbon, Gael Varoquaux

Neural Information Processing Systems 

Are two sets of observations drawn from the same distribution? This problem is a two-sample test. Kernel methods lead to many appealing properties.

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