Research Explorer

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Researcher

Arthur Thuy

Publications & Research Data

Awards & Distinctions

11 Results

2026

A Bandit-Based Approach to Educational Recommender Systems: Contextual Thompson Sampling for Learner Skill Gain Optimization

Lukas De KerpelArthur ThuyDries Benoit

U Journal Article in INFORMS Transactions on Education

A Bandit-Based Approach to Educational Recommender Systems: Contextual Thompson Sampling for Learner Skill Gain Optimization

Lukas De KerpelArthur ThuyDries Benoit

2025

Learning analytics with neural networks : addressing open challenges through uncertainty quantification and natural language processing

Arthur ThuyDries Benoit

Ordinal regression for question difficulty estimation with transformer-based neural networks

Arthur ThuyEkaterina LoginovaDries Benoit

Ordinality in discrete-level question difficulty estimation : introducing balanced DRPS and OrderedLogitNN

Arthur ThuyEkaterina LoginovaDries Benoit

2024

Active learning to guide labeling efforts for question difficulty estimation

Arthur ThuyEkaterina LoginovaDries Benoit

Cheaper neural network ensembles : a case study in manufacturing

Arthur ThuyThomas SuysDries Benoit

Explainability through uncertainty : trustworthy decision-making with neural networks

Arthur ThuyDries Benoit

A1 Journal Article in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Fast and reliable uncertainty quantification with neural network ensembles for industrial image classification

Arthur ThuyDries Benoit

A1 Journal Article in ANNALS OF OPERATIONS RESEARCH

Guiding labeling efforts in question difficulty estimation using active learning

Arthur ThuyDries Benoit

2022

Leveraging uncertainty estimation for trustworthy predictions in decision-making

Arthur ThuyDries Benoit