Hoel Le Capitaine
Affiliations. Address. Contacts. Motto. Etc.
LS2N, Nantes Université
Since 2011, I am Ass. Professor of Computer Science at Nantes Université, Polytech Nantes. I am the head of the Data Science Master program since 2017. Before that, I obtained my PhD in 2009, University of La Rochelle, France. I obtained the HDR in 2024 at Nantes Université.
I am doing my research with the LS2N lab, and more specifically with the DUKe research team.
My general research area is applied machine learning for comparing and learning representation of complex data, with an emphasis on graphs. I am also interested in the general thematic of equity, fairness, transparency and explainability of AI models being used : graph neural networks, graph transformers, reinforcement learning. Applications particularly include Open Educationnal Ressources : recommendation, question-answering, difficulty assessment, curricula …
Check the publications page for more details on my research!
news
| Jan 25, 2025 | Our european project on Artificial Intelligence and Data Literacy, AI-DL has been accepted. Kickoff planned in March, @Dublin, Ireland ! |
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| Dec 19, 2024 | I defended my research habilitation (HDR), titled Comparison and representation learning of complex data. The document is available here (in French). |
| Dec 07, 2024 | Looking for two 6 month interns on fairness in graphs |
| Nov 17, 2024 | Our paper Metric Learning for Multi-relational Data has been accepted for publication in the International journal on Machine Learning and Cybernetics (Springer) ! |