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NeurIPS 2026Université Paris-SaclayUniversité Paris Dauphine - PSLUniversity Paris-SaclayDiffusion models

Euclidean Score-Based Generative Modeling with Permutation Semantics

Gaël Heck, Nassim Bourarach, Sylvie Le Hégarat-Mascle, Nicolas Lermé

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Université Paris CitéUniversité de ParisUniversity Paris-SaclayU CopenhagenGraph generation

A Topological Sorting Criterion for Random Causal Directed Acyclic Graphs

In randomly ordered DAGs, relative counts increase monotonically along causal order, enabling recovery via sorting and yielding singular equivalence classes.

Alexander Reisach, Antoine Chambaz, Gilles Blanchard, Sebastian Weichwald

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 9 of 20 reviewers recommend it
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