Emmanuel Malherbe

27 papers A* 1A 1B 3C 1Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Identifying two piecewise linear additive value functions from anonymous preference information.
CoRR
Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau, Marc Pirlot
2026 — conf
Learned Hallucination Detection in Black-Box LLMs Using Token-Level Entropy Production Rate.
ECIR (1)
Charles Moslonka, Hicham Randrianarivo, Arthur Garnier, Emmanuel Malherbe
2025 — conf
Better Capturing Interactions Between Products in Retail: Revisited Negative Sampling for Basket Choice Modeling.
ECML/PKDD (9)
Antoine Désir, Vincent Auriau, Martin Mozina, Emmanuel Malherbe
2025 J jnl
EuroBERT: Scaling Multilingual Encoders for European Languages.
CoRR
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
2025 A conf
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with Respect to Skin Tone.
ECAI
Veronika Shilova, Emmanuel Malherbe, Giovanni Palma, Laurent Risser, Jean-Michel Loubes
2025 J jnl
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone.
CoRR
Veronika Shilova, Emmanuel Malherbe, Giovanni Palma, Laurent Risser, Jean-Michel Loubes
2025 — conf
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring.
ECML/PKDD (9)
Abdoulaye Sakho, Emmanuel Malherbe, Carl-Erik Gauthier, Erwan Scornet
2025 J jnl
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring.
CoRR
Abdoulaye Sakho, Emmanuel Malherbe, Carl-Erik Gauthier, Erwan Scornet
2025 — conf
Identification de plusieurs fonctions de valeurs additives à partir de préférences exprimées anonymement.
JIAF-JFPDA
Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau, Marc Pirlot
2025 J jnl
Learned Hallucination Detection in Black-Box LLMs using Token-level Entropy Production Rate.
CoRR
Charles Moslonka, Hicham Randrianarivo, Arthur Garnier, Emmanuel Malherbe
2025 J jnl
Should We Still Pretrain Encoders with Masked Language Modeling?
CoRR
Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Manuel Faysse, Duarte M. Alves, Emmanuel Malherbe, André F. T. Martins, Céline Hudelot, Pierre Colombo
2024 J jnl
Choice-Learn: Large-scale choice modeling for operational contexts through the lens of machine learning.
J. Open Source Softw.
Vincent Auriau, Ali Aouad, Antoine Désir, Emmanuel Malherbe
2024 — conf
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis.
WMT
Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro
2024 J jnl
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis.
CoRR
Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro
2024 — conf
Learning Multiple Multicriteria Additive Models from Heterogeneous Preferences.
ADT
Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau
2024 J jnl
Theoretical and experimental study of SMOTE: limitations and comparisons of rebalancing strategies.
CoRR
Abdoulaye Sakho, Erwan Scornet, Emmanuel Malherbe
2024 J jnl
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism.
CoRR
Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo
2024 J jnl
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism.
Trans. Mach. Learn. Res.
Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo
2023 — conf
Weak Segmentation-Guided GAN for Realistic Color Edition.
ICIAP (1)
Vincent Auriau, Emmanuel Malherbe, Matthieu Perrot
2022 — conf
Skin Tone Diagnosis in the Wild: Towards More Robust and Inclusive User Experience Using Oriented Aleatoric Uncertainty.
ACCV (2)
Emmanuel Malherbe, Michel Remise, Shuai Zhang, Matthieu Perrot
2020 — conf
Beyond Color Correction : Skin Color Estimation In The Wild Through Deep Learning.
Material Appearance
Robin Kips, Loïc Tran, Emmanuel Malherbe, Matthieu Perrot
2019 — conf
Hair Tone Estimation at Roots via Imaging Device with Embedded Deep Learning.
Material Appearance
Panagiotis-Alexandros Bokaris, Emmanuel Malherbe, Thierry Wasserman, Michael Haddad, Matthieu Perrot
2016 B conf
Bridge the terminology gap between recruiters and candidates: A multilingual skills base built from social media and linked data.
ASONAM
Emmanuel Malherbe, Marie-Aude Aufaure
2015 C conf
A Case-Based Approach for Easing Schema Semantic Mapping.
ICCBR
Emmanuel Malherbe, Thomas Iwaszko, Marie-Aude Aufaure
2015 A* conf
Bringing Order to the Job Market: Efficient Job Offer Categorization in E-Recruitment.
SIGIR
Emmanuel Malherbe, Mario Cataldi, Andrea Ballatore
2015 B conf
From a Ranking System to a Confidence Aware Semi-automatic Classifier.
KES
Emmanuel Malherbe, Yves Vanrompay, Marie-Aude Aufaure
2014 B conf
Field selection for job categorization and recommendation to social network users.
ASONAM
Emmanuel Malherbe, Mamadou Diaby, Mario Cataldi, Emmanuel Viennet, Marie-Aude Aufaure