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Full professor at AgroParisTech since september 2022 MMIP dept (Modélisation Mathématique, Informatique et Physique), UFR d’informatique UMR MIA, Mathématique et Informatique Appliquées INRAe dpt MathNum Formerly associate professor at ISIR, Sorbonne University in MLIA team Office: E3.711 [=Building E, 3rd floor, corridor 700, office 11] 22 place de l’Agronomie 91120 PALAISEAU Mail : vincent.guigue/at/agroparistech.fr Tel: (+33) 1 89 10 09 79 |
I am specialized in applied machine learning algorithms:
I find new use cases, design new architectures to tackle a generic problem and demonstrate its efficiency on various situations (idealy including the original use case).
My favorite application areas are NLP, Recommendation Systems and Time Series; an ideal use case combines at least two of these areas.
News
Ecole d’automne ETLMIC, thème 1, co-animé avec Rémy Decoupes Des modèles de langue à l’extraction d’information
Saint Affrique, 26-30 Octobre 2026 pdf site
Advanced courses, Lifelong learning Unsupervised Learning
Sorbonne University Abu Dhabi (SUAD), October 19th-22nd, 2026
Séminaire Usage(s) de l’Intelligence Artificielle à AgroParisTech
Présentation aux 1A, AgroParisTech, 7 octobre 2026 pdf
Présentation Artificial intelligence and microbiology : Which tools for which applications, and at what cost ?
Séminaire MICALIS La lutte contre l’antibiorésistance à l’ère de l’IA
Jouy-en-Josas, 23 Septembre 2026 pdf
Présentation Fonctionnement et usages des modèles de langage
Séminaire CIRAD L’IA pour les Sciences et l’Agriculture au Sud,
Montpellier, 17 septembre 2026 pdf
→ All events / talks: link
Teaching:
Amphi 1A: Usage(s) de l’Intelligence Artificielle à AgroParisTech lien; lien 2024
Python 1A / App:
Python reminders, SQL bases
Enoncé: Jeu de la vie
Trucs et astuces pour le projet, exercices supplémentaires: link
Data-sciences: (2A + 3A IODAA)
- Introduction à
numpy: la syntaxe, les premiers algorithmes, le gradient, etc. lien - Plongée dans les algorithmes et les protocoles du machine-learning
scikit-learn: lien - Découvrir les architectures de deep-learning en
pytorch: lien - Introduction rapide au traitement automatique de la langue naturelle (TALN/NLP) : lien
Formation continue LLM: explorer les usages des modèles de langue lien
Méthodologie de la recherche lien
Research: link
Publications: scholar
Local, with link to pdf: link
A large presentation of my recent activities: pdf
Slides de présentation au GdR MaDICS: pdf
Alumni
PhD students (defended)
- Abdelhalim Rafrafi — 2013, Sorbonne (with P. Gallinari) — Founder & CEO, Data2Innov
- Mickaël Poussevin — 2015, Sorbonne (with P. Gallinari) — IR, Critéo
- Elie Guàrdia-Sebaoun — 2017, Sorbonne (with P. Gallinari) — Head of AI / DPO, Consoneo
- Emeric Tonnelier — 2019, Sorbonne (with P. Gallinari, N. Baskiotis) — IR, Crédit Agricole
- Charles-Emmanuel Dias — 2019, Sorbonne (with P. Gallinari) — Senior ML researcher, Yubo
- Perrine Cribier-Delande — 2021, Sorbonne (with L. Denoyer) — Lead Data Scientist, Ministère de la Justice
- Clara Gainon de Forsan de Gabriac — 2021, Sorbonne (with P. Gallinari) — AI Engineer, Konvu
- Bruno Taillé — 2022, Sorbonne (with P. Gallinari) — IR Bloomberg
- Étienne Simon — 2022, Sorbonne (with B. Piwowarski) — Postdoc, Language Technology Group, University of Oslo
- Darius Afchar — 2023, Sorbonne — Research Scientist, Deezer Research
- Étienne Le Naour — 2024, Sorbonne (with N. Baskiotis) — AI Research Scientist, EDF R&D
- Tristan Luiggi — 2025, Sorbonne (with L. Soulier) — Data Scientist, INA
- Florian Le Bronnec — 2025, Dauphine-PSL (dir. A. Allauzen) — Postdoc, Tokyo
- Maya Sahraoui — 2025, Sorbonne / MNHN (with R. Vignes-Lebbe) — Senior AI Engineer - SNCF Reseau chez Yélé Consulting
- Tanguy Herserant — 2026, Paris-Saclay — Co-founder & CTO at HERMINEIA
Current PhD students
- Alexandre Combeau — since 2023, Paris-Saclay (dir. F. Saïs) — PhD student, LISN / UMR MIA
- Armand Favrot — since 2023, Paris-Saclay (dir. D. Makowski) — PhD student, UMR MIA
- Anne-Sophie Foussat — since 2024, Paris-Saclay (dir. C. Nédellec) — PhD student, INRAE MaIAGE
- Julian Agudelo — since 2025, Paris-Saclay (dir. C. Manfredotti) — PhD student, UMR MIA & R&D officer, Agrial
- Ben Kabongo — since 2025, Sorbonne (with L. Soulier) — PhD student, ISIR
- Jessy Azizi — since 2025 — PhD student
- Benjamin Maudet — since 2025 (with L. Soulier) — PhD student
- Abdoul Rahim Zeba — since 2026 (with B. Piwowarski, D. Guianvarc’h) — PhD student
Other co-authors (postdocs, interns, collaborators)
- Luepol Pipanmaekaporn — visiting researcher, LIP6, 2014-15 — Academic, KMUTNB, Bangkok
- Debora Nozza — visiting PhD student (Milano-Bicocca), 2014 — Assistant Professor, Bocconi University
- Ludmilla Tajtelbom — M2 intern, 2014
- Damien Sileo — M2 intern, 2016 — Tenured researcher, Inria Lille (Magnet)
- Cynthia Delauney — ITSC 2016 —
- Valentin Guiguet — GRETSI / WCRR 2019 —
- Lucas Becirspahic — WCRR 2019 —
- Louis Falissard — postdoc, 2022-23 — Postdoc, BnF DataLab
- Anfu Tang — postdoc, ISIR, 2024-25
- Noémie Jacquet — UMR MIA, 2023-24 —
- Raphaël Rubrice — UMR MIA / Micalis, 2024-25 — ?
- Alex-Răzvan Ispas — intern, Paris-Saclay / BNP Paribas, 2025 — ?
- Ahmed Rayane Kebir — intern, ISIR, 2025 — PhD student, IRIT, Toulouse