Clausel, Marianne

6 publications

ECML-PKDD 2025 Counterfactual Robustness: A Framework to Analyze the Robustness of Causal Generative Models Across Interventions Manal Benhamza, Marianne Clausel, Myriam Tami

NeurIPS 2025 Identifiability of Deep Polynomial Neural Networks Konstantin Usevich, Ricardo Augusto Borsoi, Clara Dérand, Marianne Clausel

NeurIPS 2025 Relaxing Partition Admissibility in Cluster-DAGs: A Causal Calculus with Arbitrary Variable Clustering Clément Yvernes, Emilie Devijver, Adèle H. Ribeiro, Marianne Clausel, Eric Gaussier

AISTATS 2021 Nonlinear Functional Output Regression: A Dictionary Approach Dimitri Bouche, Marianne Clausel, François Roueff, Florence d’Alché-Buc

JAIR 2021 Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler, Massih-Reza Amini

NeurIPS 2020 Smooth and Consistent Probabilistic Regression Trees Sami Alkhoury, Emilie Devijver, Marianne Clausel, Myriam Tami, Eric Gaussier, Georges Oppenheim