Isabelle Guyon | |
|---|---|
| Pronunciation |
|
| Born | 15 August 1961 |
| Citizenship | French Swiss American |
| Alma mater | ESPCI Paris (MSc) Pierre and Marie Curie University (PhD) |
| Known for | Support Vector Machines Siamese neural network |
| Awards | BBVA Foundation Frontiers of Knowledge Awards (2020) AMIA Fellow (2011) |
| Scientific career | |
| Fields | Machine Learning |
| Institutions | Bell Labs University of Paris-Saclay |
| Thesis | Réseaux de neurones pour la reconnaissance des formes : architectures et apprentissage (neural networks for pattern recognition) (1988) |
| Doctoral advisor | Gerard Dreyfus |
| Website | www |
| Signature | |
Isabelle Guyon (French pronunciation: [izabɛl ɡɥijɔ̃]; born August 15, 1961) is a French-born researcher in machine learning known for her work on support-vector machines, artificial neural networks and bioinformatics.[1] She is a Chair Professor at the University of Paris-Saclay.[2] Guyon serves as the Director, Research Scientist at Google Research since October 2022.[3]
She is considered to be a pioneer in the field, with her contribution to the support-vector machines with Vladimir Vapnik and Bernhard Boser.[4][5]
- ^ Larousserie, David (2018-04-08). "Isabelle Guyon veut démocratiser l'intelligence artificielle". Le Monde (in French). Retrieved 2020-06-15.
- ^ "Des algorithmes qui apprennent et classent : le travail d'Isabelle Guyon récompensé". Université Paris-Saclay (in French). 2020-05-28. Retrieved 2020-06-15.
- ^ "Isabelle Guyon". guyon.chalearn.org. Retrieved 2024-05-24.
- ^ "Pionnière : Isabelle Guyon, professeur à l'université de Paris-Saclay - Technos et Innovations". L'Usine nouvelle (in French). 2018-02-07. Retrieved 2020-06-15.
- ^ "Isabelle Guyon". FBBVA. Archived from the original on 2020-06-15. Retrieved 2020-06-15.
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