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Emmanuel Malherbe

Field selection for job categorization and recommendation to social network users
2014 · Emmanuel Malherbe, Mamadou Diaby, et al. · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · 25
Bridge the terminology gap between recruiters and candidates: A multilingual skills base built from social media and linked data
2016 · Emmanuel Malherbe, Marie-Aude Aufaure · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · 20
Field selection for job categorization and recommendation to social network users
2014 · Emmanuel Malherbe, Mamadou Diaby, et al. · 19
Beyond Color Correction : Skin Color Estimation In The Wild Through Deep Learning
2020 · Robin KIPS, Loïc TRAN, et al. · Electronic Imaging · 10
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Bringing Order to the Job Market
2015 · Emmanuel Malherbe, Mario Cataldi, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 10
Do we need rebalancing strategies? A theoretical and empirical study around SMOTE and its variants
2024 · Sakho, Abdoulaye, Scornet, Erwan, et al. · arXiv (Cornell University) · 5
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Hair Tone Estimation at Roots via Imaging Device with Embedded Deep Learning
2019 · Panagiotis-Alexandros Bokaris, Emmanuel Malherbe, et al. · Electronic Imaging · 5
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring
2025 · Abdoulaye Sakho, Emmanuel Malherbe, et al. · Lecture notes in computer science · 3
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Choice-Learn: Large-scale choice modeling for operational contexts through the lens of machine learning
2024 · Vincent Auriau, Ali Aouad, et al. · The Journal of Open Source Software · 3
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Learned Hallucination Detection in Black-Box LLMs Using Token-Level Entropy Production Rate
2026 · Charles Moslonka, Hicham Randrianarivo, et al. · Lecture notes in computer science · 2
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis
2024 · Hippolyte Gisserot-Boukhlef, Ricardo Rei, et al. · Conference on Machine Translation (WMT) · 2
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Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with Respect to Skin Tone
2025 · Veronika Shilova, Emmanuel Malherbe, et al. · Frontiers in artificial intelligence and applications · 1
An Automatic AI‐Based Algorithm That Grades the Scalp Surface Exfoliating Process From Video Imaging. Application to Dandruff Severity and Its Validation on Subjects of Different Ages and Ethnicities
2025 · Frederic Flament, Ava Mondji, et al. · Journal of Cosmetic Dermatology · 1
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A Case-Based Approach for Easing Schema Semantic Mapping
2015 · Emmanuel Malherbe, Thomas Iwaszko, et al. · Lecture notes in computer science · 1
From a Ranking System to a Confidence Aware Semi-automatic Classifier
2015 · Emmanuel Malherbe, Yves Vanrompay, et al. · Procedia Computer Science · 1
Weighting-Based Strategies for Classification: Analysis and Local Peak Dynamics with CART Trees
2026 · Sakho, Abdoulaye, Malherbe, Emmanuel, et al. · arXiv (Cornell University)
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OT-FairBoost: Optimal Transport-Guided Gradient Boosting for Fairness Regularization on Tabular Data
2026 · Shilova, Veronika, Sakho, Abdoulaye, et al. · arXiv (Cornell University)
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LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
2026 · Moslonka, Charles, de Vitry, Amaury, et al. · arXiv (Cornell University)
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ledger-long-context-multi-kpi
2026 · Charles Moslonka, Amaury de Vitry, et al. · Hugging Face
WoodTapper: a Python package for explaining decision tree ensembles
2026 · Abdoulaye Sakho, Jad Aouad, et al. · The Journal of Open Source Software
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WoodTapper: a Python package for explaining decision tree ensembles
2026 · Sakho, Abdoulaye, Aouad, Jad, et al. · Zenodo (CERN European Organization for Nuclear Research)
BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
2026 · Gisserot-Boukhlef, Hippolyte, Boizard, Nicolas, et al. · arXiv (Cornell University)
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Identifying two piecewise linear additive value functions from anonymous preference information
2026 · Auriau, Vincent, Belahcene, Khaled, et al. · arXiv (Cornell University)
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Discovering Geometric Biases in 3D Face Reconstruction: A Curvature-Aware Spectral Framework for Fairness Evaluation
2026 · Veronika Shilova, Emmanuel Malherbe, et al. · Lecture notes in computer science
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Identification de plusieurs fonctions de valeurs additives à partir de préférences exprimées anonymement
2025 · Auriau, Vincent, Belahcène, Khaled, et al. · HAL
Works count: 39
Citation count: 112
H-index: 5
I10-index: 5
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