Laclau, Charlotte

13 publications

JMLR 2025 Fair Text Classification via Transferable Representations Thibaud Leteno, Michael Perrot, Charlotte Laclau, Antoine Gourru, Christophe Gravier

CVPR 2025 From AlexNet to Transformers: Measuring the Non-Linearity of Deep Neural Networks with Affine Optimal Transport Quentin Bouniot, Ievgen Redko, Anton Mallasto, Charlotte Laclau, Oliver Struckmeier, Karol Arndt, Markus Heinonen, Ville Kyrki, Samuel Kaski

NeurIPS 2025 The Quest for the GRAph Level autoEncoder (GRALE) Paul Krzakala, Gabriel Melo, Charlotte Laclau, Florence d'Alché-Buc, Rémi Flamary

ICMLW 2024 A Framework for Differentiable Supervised Graph Prediction Paul Krzakala, Junjie Yang, Rémi Flamary, Florence d'Alché-Buc, Charlotte Laclau, Matthieu Labeau

NeurIPS 2024 Any2Graph: Deep End-to-End Supervised Graph Prediction with an Optimal Transport Loss Paul Krzakala, Junjie Yang, Rémi Flamary, Florence d'Alché-Buc, Charlotte Laclau, Matthieu Labeau

ICMLW 2024 From AlexNet to Transformers: Measuring the Non-Linearity of Deep Neural Networks with Affine Optimal Transport Quentin Bouniot, Ievgen Redko, Anton Mallasto, Charlotte Laclau, Oliver Struckmeier, Karol Arndt, Markus Heinonen, Ville Kyrki, Samuel Kaski

ECML-PKDD 2024 Reconstructing the Unseen: GRIOT for Attributed Graph Imputation with Optimal Transport Richard Serrano, Charlotte Laclau, Baptiste Jeudy, Christine Largeron

ECML-PKDD 2022 Understanding the Benefits of Forgetting When Learning on Dynamic Graphs Julien Tissier, Charlotte Laclau

AISTATS 2021 All of the Fairness for Edge Prediction with Optimal Transport Charlotte Laclau, Ievgen Redko, Manvi Choudhary, Christine Largeron

AISTATS 2021 Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond Nina Vesseron, Ievgen Redko, Charlotte Laclau

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

AAAI 2019 On Fair Cost Sharing Games in Machine Learning Ievgen Redko, Charlotte Laclau

ICML 2017 Co-Clustering Through Optimal Transport Charlotte Laclau, Ievgen Redko, Basarab Matei, Younès Bennani, Vincent Brault