Emmanuel Malherbe

According to our database, Emmanuel Malherbe authored at least 21 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Learned Hallucination Detection in Black-Box LLMs using Token-level Entropy Production Rate.

Charles Moslonka, Hicham Randrianarivo, Arthur Garnier, Emmanuel Malherbe

CoRR, September, 2025

Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone.

Veronika Shilova, Emmanuel Malherbe, Giovanni Palma, Laurent Risser, Jean-Michel Loubes

CoRR, July, 2025

Should We Still Pretrain Encoders with Masked Language Modeling?

Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Manuel Faysse, Duarte M. Alves, Emmanuel Malherbe, André F. T. Martins, Céline Hudelot, Pierre Colombo

CoRR, July, 2025

EuroBERT: Scaling Multilingual Encoders for European Languages.

Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, André F. T. Martins, Ayoub Hammal, Caio Corro, Céline Hudelot, Emmanuel Malherbe, Etienne Malaboeuf, Fanny Jourdan, Gabriel Hautreux, João Alves, Kevin El Haddad, Manuel Faysse, Maxime Peyrard, Nuno Miguel Guerreiro, Patrick Fernandes, Ricardo Rei, Pierre Colombo

CoRR, March, 2025

Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring.

Abdoulaye Sakho, Emmanuel Malherbe, Carl-Erik Gauthier, Erwan Scornet

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

Better Capturing Interactions Between Products in Retail: Revisited Negative Sampling for Basket Choice Modeling.

Antoine Désir, Vincent Auriau, Martin Mozina, Emmanuel Malherbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

Identification de plusieurs fonctions de valeurs additives à partir de préférences exprimées anonymement.

Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau, Marc Pirlot

Proceedings of the 19èmes Journées d'Intelligence Artificielle Fondamentale et 20èmes Journées Francophones sur la Planification, 2025

2024

Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism.

Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo

Trans. Mach. Learn. Res., 2024

Choice-Learn: Large-scale choice modeling for operational contexts through the lens of machine learning.

Vincent Auriau, Ali Aouad, Antoine Désir, Emmanuel Malherbe

J. Open Source Softw., 2024

Theoretical and experimental study of SMOTE: limitations and comparisons of rebalancing strategies.

Abdoulaye Sakho, Erwan Scornet, Emmanuel Malherbe

CoRR, 2024

Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis.

Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro

Proceedings of the Ninth Conference on Machine Translation, 2024

Learning Multiple Multicriteria Additive Models from Heterogeneous Preferences.

Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau

Proceedings of the Algorithmic Decision Theory - 8th International Conference, 2024

2023

Weak Segmentation-Guided GAN for Realistic Color Edition.

Vincent Auriau, Emmanuel Malherbe, Matthieu Perrot

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

Skin Tone Diagnosis in the Wild: Towards More Robust and Inclusive User Experience Using Oriented Aleatoric Uncertainty.

Emmanuel Malherbe, Michel Remise, Shuai Zhang, Matthieu Perrot

Proceedings of the Computer Vision - ACCV 2022, 2022

2020

Beyond Color Correction : Skin Color Estimation In The Wild Through Deep Learning.

Robin Kips, Loïc Tran, Emmanuel Malherbe, Matthieu Perrot

Proceedings of the Material Appearance 2020, Burlingame, CA, USA, January 26-30, 2020, 2020

2019

Hair Tone Estimation at Roots via Imaging Device with Embedded Deep Learning.

Panagiotis-Alexandros Bokaris, Emmanuel Malherbe, Thierry Wasserman, Michael Haddad, Matthieu Perrot

Proceedings of the Material Appearance 2019, Burlingame, CA, USA, January 13-17, 2019, 2019

2016

Bridge the terminology gap between recruiters and candidates: A multilingual skills base built from social media and linked data.

Emmanuel Malherbe, Marie-Aude Aufaure

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Bringing Order to the Job Market: Efficient Job Offer Categorization in E-Recruitment.

Emmanuel Malherbe, Mario Cataldi, Andrea Ballatore

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

From a Ranking System to a Confidence Aware Semi-automatic Classifier.

Emmanuel Malherbe, Yves Vanrompay, Marie-Aude Aufaure

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

A Case-Based Approach for Easing Schema Semantic Mapping.

Emmanuel Malherbe, Thomas Iwaszko, Marie-Aude Aufaure

Proceedings of the Case-Based Reasoning Research and Development, 2015

2014

Field selection for job categorization and recommendation to social network users.

Emmanuel Malherbe, Mamadou Diaby, Mario Cataldi, Emmanuel Viennet, Marie-Aude Aufaure

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014