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Causal Discovery via Transformed Low-Rank Quantile Surfaces
Low-Rank Quantile Surfaces model causal direction via monotone transformations yielding low-rank quantile surfaces, proving generic identifiability and outperforming location-scale methods on nonlinear, heteroscedastic data.
Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026
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strict 1/5