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Journal Articles
- 2024
[j2]Vincent Auriau
, Ali Aouad, Antoine Désir, Emmanuel Malherbe:
Choice-Learn: Large-scale choice modeling for operational contexts through the lens of machine learning. J. Open Source Softw. 9(101): 6899 (2024)- [j1]Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo:
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism. Trans. Mach. Learn. Res. 2024 (2024)
Conference and Workshop Papers
- 2025
- [c14]Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau, Marc Pirlot:
Identification de plusieurs fonctions de valeurs additives à partir de préférences exprimées anonymement. JIAF-JFPDA 2025: 111-112 - [c13]Antoine Désir, Vincent Auriau, Martin Mozina, Emmanuel Malherbe:
Better Capturing Interactions Between Products in Retail: Revisited Negative Sampling for Basket Choice Modeling. ECML/PKDD (9) 2025: 125-142 - [c12]Abdoulaye Sakho, Emmanuel Malherbe, Carl-Erik Gauthier, Erwan Scornet:
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring. ECML/PKDD (9) 2025: 247-264 - 2024
- [c11]Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau:
Learning Multiple Multicriteria Additive Models from Heterogeneous Preferences. ADT 2024: 207-224 - [c10]Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro:
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis. WMT 2024: 1373-1392 - 2023
- [c9]Vincent Auriau, Emmanuel Malherbe, Matthieu Perrot:
Weak Segmentation-Guided GAN for Realistic Color Edition. ICIAP (1) 2023: 487-499 - 2022
- [c8]Emmanuel Malherbe, Michel Remise, Shuai Zhang, Matthieu Perrot:
Skin Tone Diagnosis in the Wild: Towards More Robust and Inclusive User Experience Using Oriented Aleatoric Uncertainty. ACCV (2) 2022: 3-21 - 2020
- [c7]Robin Kips, Loïc Tran, Emmanuel Malherbe, Matthieu Perrot:
Beyond Color Correction : Skin Color Estimation In The Wild Through Deep Learning. Material Appearance 2020: 1-8 - 2019
- [c6]Panagiotis-Alexandros Bokaris, Emmanuel Malherbe, Thierry Wasserman, Michael Haddad, Matthieu Perrot:
Hair Tone Estimation at Roots via Imaging Device with Embedded Deep Learning. Material Appearance 2019: 1-11 - 2016
- [c5]Emmanuel Malherbe, Marie-Aude Aufaure:
Bridge the terminology gap between recruiters and candidates: A multilingual skills base built from social media and linked data. ASONAM 2016: 583-590 - 2015
- [c4]Emmanuel Malherbe, Thomas Iwaszko, Marie-Aude Aufaure:
A Case-Based Approach for Easing Schema Semantic Mapping. ICCBR 2015: 228-243 - [c3]Emmanuel Malherbe, Yves Vanrompay, Marie-Aude Aufaure:
From a Ranking System to a Confidence Aware Semi-automatic Classifier. KES 2015: 73-82 - [c2]Emmanuel Malherbe, Mario Cataldi, Andrea Ballatore:
Bringing Order to the Job Market: Efficient Job Offer Categorization in E-Recruitment. SIGIR 2015: 1101-1104 - 2014
- [c1]Emmanuel Malherbe, Mamadou Diaby, Mario Cataldi, Emmanuel Viennet, Marie-Aude Aufaure:
Field selection for job categorization and recommendation to social network users. ASONAM 2014: 588-595
Informal and Other Publications
- 2025
- [i8]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:
EuroBERT: Scaling Multilingual Encoders for European Languages. CoRR abs/2503.05500 (2025) - [i7]Abdoulaye Sakho, Emmanuel Malherbe, Carl-Erik Gauthier, Erwan Scornet:
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring. CoRR abs/2503.22730 (2025) - [i6]Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Manuel Faysse, Duarte M. Alves, Emmanuel Malherbe, André F. T. Martins, Céline Hudelot, Pierre Colombo:
Should We Still Pretrain Encoders with Masked Language Modeling? CoRR abs/2507.00994 (2025) - [i5]Veronika Shilova, Emmanuel Malherbe, Giovanni Palma, Laurent Risser, Jean-Michel Loubes:
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone. CoRR abs/2507.11247 (2025) - [i4]Charles Moslonka, Hicham Randrianarivo, Arthur Garnier, Emmanuel Malherbe:
Learned Hallucination Detection in Black-Box LLMs using Token-level Entropy Production Rate. CoRR abs/2509.04492 (2025) - 2024
- [i3]Abdoulaye Sakho, Erwan Scornet, Emmanuel Malherbe:
Theoretical and experimental study of SMOTE: limitations and comparisons of rebalancing strategies. CoRR abs/2402.03819 (2024) - [i2]Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo:
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism. CoRR abs/2402.12997 (2024) - [i1]Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro:
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis. CoRR abs/2409.20059 (2024)
Coauthor Index
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