A conditional independence test generates null samples via sliced score matching and Langevin dynamics, adds a goodness-of-fit check, and gives an asymptotic Type I error bound.
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Score-based Generative Modeling for Conditional Independence Testing
A conditional independence test generates null samples via sliced score matching and Langevin dynamics, adds a goodness-of-fit check, and gives an asymptotic Type I error bound.