Adrien Guille
Associate Professor
Lyon, Auvergne-Rhône-Alpes, France
Summary
👤
Senior🎓
Top SchoolAdrien Guille is an associate professor of computer science at Université Lumière Lyon 2 with 11 years of experience specializing in machine learning and text mining for real-world language problems. He leads the Data Mining & Decision research group at the ERIC lab and has a strong publication record on natural language modeling and information diffusion. Adrien teaches statistics, computer science, and advanced machine learning across multiple French institutions, bridging foundational coursework with research-led lectures. His doctoral and early research focused on rumor and information propagation in social media, work that informed later team leadership and applied studies. Academically distinguished from his master's ranking and consistent institutional roles, he combines rigorous theoretical skills with practical investigations into how text-driven models perform in the wild. Based in Lyon, he balances hands-on research, mentoring, and cross-campus teaching to translate data mining advances into deployable language solutions.
11 years of coding experience
Licence, Informatique, Mathématiques et Applications à l'Économie (IMAE), 2ème/19, Licence, Informatique, Mathématiques et Applications à l'Économie (IMAE), 2ème/19 at La Rochelle UniversitéMaster, Extraction de Connaissances à partir des Données (ECD), 1er/33, Master, Extraction de Connaissances à partir des Données (ECD), 1er/33 at Polytech Nantes
Github Skills (6)
topic-modeling8
modeling7
python7
machine-learning6
twitter4
neural-network4
Programming languages (1)
Github contributions (5)
AdrienGuille/TOM
Jan 2016 - Apr 2018
Contributions:28 commits, 1 PR, 66 pushes in 2 years 3 months
modelingpythontopic-modeling
AdrienGuille/GrowingNeuralGas
Jul 2016 - Jun 2020
Simple implementation of the "growing neural gas" artificial neural network
Contributions:15 commits, 1 PR, 16 pushes in 4 years
neural-gasartificial-neural-networkneural-networksartificialneural-network
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