Isabelle Guyon
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. She is a Chair Professor at the University of Paris-Saclay.
Isabelle Guyon | |
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| 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 |
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She is considered to be a pioneer in the field, with her contribution to the support-vector machines with Vladimir Vapnik and Bernhard Boser.
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