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Two-Sample Testing via Generative Processes

English, Eshant et al.
arXiv (All) · Papers
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Deciding whether two samples come from the same distribution is a classical problem in statistics, and generative transport offers a new way to approach it. We build a stochastic interpolant directly between the two samples and observe that, for a symmetric schedule, its law is invariant under the t
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