LCUBE picks the causal direction with the shorter MDL description of a cubic spline regression, and the paper claims an asymptotic identifiability guarantee under low-noise assumptions.
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Identifying Causal Direction via Dense Functional Classes
LCUBE picks the causal direction with the shorter MDL description of a cubic spline regression, and the paper claims an asymptotic identifiability guarantee under low-noise assumptions.