Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Reconstruire l'invisible : GRIOT pour l'imputation des attributs dans les graphes par transport optimal.

[BibT_eX]

[DOI]

Richard Serrano

Charlotte Laclau

Baptiste Jeudy

Christine Largeron

Proceedings of the Extraction et Gestion des Connaissances, EGC 2025, 2025

Decoding the Hierarchy: A Hybrid Approach to Hierarchical Multi-label Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2025

From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

End-to-end Supervised Prediction of Arbitrary-size Graphs with Partially-Masked Fused Gromov-Wasserstein Matching.

[BibT_eX]

[DOI]

CoRR, 2024

Reconstructing the Unseen: GRIOT for Attributed Graph Imputation with Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Variational Perspective on Fair Edge Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

A Study on Hierarchical Text Classification as a Seq2seq Task.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2024

2023

Understanding deep neural networks through the lens of their non-linearity.

[BibT_eX]

[DOI]

CoRR, 2023

An Investigation of Structures Responsible for Gender Bias in BERT and DistilBERT.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

Diverse Paraphrasing with Insertion Models for Few-Shot Intent Detection.

[BibT_eX]

[DOI]

Raphaël Chevasson

Charlotte Laclau

Christophe Gravier

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

Comment rendre un GNN plus équitable pour la prédiction de liens ?

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2023

Fair Text Classification with Wasserstein Independence.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

A Survey on Fairness for Machine Learning on Graphs.

[BibT_eX]

[DOI]

Manvi Choudhary

Charlotte Laclau

Christine Largeron

CoRR, 2022

Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation (Extended Abstract).

[BibT_eX]

[DOI]

Aleksandra Burashnikova

CoRR, 2022

Understanding the Benefits of Forgetting When Learning on Dynamic Graphs.

[BibT_eX]

[DOI]

Julien Tissier

Charlotte Laclau

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation.

[BibT_eX]

[DOI]

Aleksandra Burashnikova

J. Artif. Intell. Res., 2021

User preference and embedding learning with implicit feedback for recommender systems.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2021

Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond.

[BibT_eX]

[DOI]

Nina Vesseron

Ievgen Redko

Charlotte Laclau

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

All of the Fairness for Edge Prediction with Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Learning over no-Preferred and Preferred Sequence of items for Robust Recommendation.

[BibT_eX]

[DOI]

Aleksandra Burashnikova

CoRR, 2020

Rank-one partitioning: formalization, illustrative examples, and a new cluster enhancing strategy.

[BibT_eX]

[DOI]

Charlotte Laclau

Franck Iutzeler

Ievgen Redko

CoRR, 2020

2019

Noise-free latent block model for high dimensional data.

[BibT_eX]

[DOI]

Charlotte Laclau

Vincent Brault

Data Min. Knowl. Discov., 2019

On Fair Cost Sharing Games in Machine Learning.

[BibT_eX]

[DOI]

Ievgen Redko

Charlotte Laclau

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

PANDOR.

[BibT_eX]

[DOI]

Massih-Reza Amini

Charlotte Laclau

Sumit Sidana

Dataset, October, 2018

Learning to recommend diverse items over implicit feedback on PANDOR.

[BibT_eX]

[DOI]

Sumit Sidana

Charlotte Laclau

Massih-Reza Amini

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2018

2017

KASANDR.

[BibT_eX]

[DOI]

Sumit Sidana

Charlotte Laclau

Massih-Reza Amini

Dataset, May, 2017

Diagonal latent block model for binary data.

[BibT_eX]

[DOI]

Charlotte Laclau

Mohamed Nadif

Stat. Comput., 2017

Representation Learning and Pairwise Ranking for Implicit and Explicit Feedback in Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2017

KASANDR: A Large-Scale Dataset with Implicit Feedback for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Co-clustering through Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Hard and fuzzy diagonal co-clustering for document-term partitioning.

[BibT_eX]

[DOI]

Charlotte Laclau

Mohamed Nadif

Neurocomputing, 2016

2015

Diagonal Co-clustering Algorithm for Document-Word Partitioning.

[BibT_eX]

[DOI]

Charlotte Laclau

Mohamed Nadif

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

Fuzzy co-clustering with automated variable weighting.

[BibT_eX]

[DOI]

Charlotte Laclau

Francisco de A. T. de Carvalho

Mohamed Nadif

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

Fast Simultaneous Clustering and Feature Selection for Binary Data.

[BibT_eX]

[DOI]

Charlotte Laclau

Mohamed Nadif

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Charlotte Laclau

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