Isabelle Guyon

Isabelle Guyon
Pronunciation
  • French pronunciation: [izabɛl ɡɥijɔ̃]
Born(1961-08-15)15 August 1961
Paris, France
CitizenshipFrench
Swiss
American
Alma materESPCI Paris (MSc)
Pierre and Marie Curie University (PhD)
Known forSupport Vector Machines
Siamese neural network
AwardsBBVA Foundation Frontiers of Knowledge Awards (2020)
AMIA Fellow (2011)
Scientific career
FieldsMachine Learning
InstitutionsBell Labs
University of Paris-Saclay
Thesis Réseaux de neurones pour la reconnaissance des formes : architectures et apprentissage (neural networks for pattern recognition)  (1988)
Doctoral advisorGerard Dreyfus
Websitewww.clopinet.com/isabelle/

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]

  1. ^ Larousserie, David (2018-04-08). "Isabelle Guyon veut démocratiser l'intelligence artificielle". Le Monde (in French). Retrieved 2020-06-15.
  2. ^ "Des algorithmes qui apprennent et classent : le travail d'Isabelle Guyon récompensé". Université Paris-Saclay (in French). 2020-05-28. Retrieved 2020-06-15.
  3. ^ "Isabelle Guyon". guyon.chalearn.org. Retrieved 2024-05-24.
  4. ^ "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.
  5. ^ "Isabelle Guyon". FBBVA. Archived from the original on 2020-06-15. Retrieved 2020-06-15.